diff --git "a/attnserver.run_attnserver.slurm.sh.343213.err.log" "b/attnserver.run_attnserver.slurm.sh.343213.err.log"
new file mode 100644--- /dev/null
+++ "b/attnserver.run_attnserver.slurm.sh.343213.err.log"
@@ -0,0 +1,36574 @@
++ source /mnt/weka/home/hao.zhang/conda/miniconda/bin/activate
+++ _CONDA_ROOT=/mnt/weka/home/hao.zhang/conda/miniconda
+++ . /mnt/weka/home/hao.zhang/conda/miniconda/etc/profile.d/conda.sh
++++ export CONDA_EXE=/mnt/weka/home/hao.zhang/conda/miniconda/bin/conda
++++ CONDA_EXE=/mnt/weka/home/hao.zhang/conda/miniconda/bin/conda
++++ export _CE_M=
++++ _CE_M=
++++ export _CE_CONDA=
++++ _CE_CONDA=
++++ export CONDA_PYTHON_EXE=/mnt/weka/home/hao.zhang/conda/miniconda/bin/python
++++ CONDA_PYTHON_EXE=/mnt/weka/home/hao.zhang/conda/miniconda/bin/python
++++ '[' -z x ']'
+++ conda activate
+++ local cmd=activate
+++ case "$cmd" in
+++ __conda_activate activate
+++ '[' -n '' ']'
+++ local ask_conda
++++ PS1=
++++ __conda_exe shell.posix activate
++++ '[' -n '' ']'
++++ /mnt/weka/home/hao.zhang/conda/miniconda/bin/conda shell.posix activate
+++ ask_conda='unset _CE_M
+unset _CE_CONDA
+PS1='\''(base) '\''
+export PATH='\''/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/conda/miniconda/bin:/mnt/weka/home/hao.zhang/conda/miniconda/condabin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin'\''
+export CONDA_SHLVL='\''1'\''
+export CONDA_PROMPT_MODIFIER='\''(base) '\''
+export CONDA_EXE='\''/mnt/weka/home/hao.zhang/conda/miniconda/bin/conda'\''
+export CONDA_PYTHON_EXE='\''/mnt/weka/home/hao.zhang/conda/miniconda/bin/python'\'''
+++ eval 'unset _CE_M
+unset _CE_CONDA
+PS1='\''(base) '\''
+export PATH='\''/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/conda/miniconda/bin:/mnt/weka/home/hao.zhang/conda/miniconda/condabin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin'\''
+export CONDA_SHLVL='\''1'\''
+export CONDA_PROMPT_MODIFIER='\''(base) '\''
+export CONDA_EXE='\''/mnt/weka/home/hao.zhang/conda/miniconda/bin/conda'\''
+export CONDA_PYTHON_EXE='\''/mnt/weka/home/hao.zhang/conda/miniconda/bin/python'\'''
++++ unset _CE_M
++++ unset _CE_CONDA
++++ PS1='(base) '
++++ export PATH=/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/conda/miniconda/bin:/mnt/weka/home/hao.zhang/conda/miniconda/condabin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin
++++ PATH=/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/conda/miniconda/bin:/mnt/weka/home/hao.zhang/conda/miniconda/condabin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin
++++ export CONDA_SHLVL=1
++++ CONDA_SHLVL=1
++++ export 'CONDA_PROMPT_MODIFIER=(base) '
++++ CONDA_PROMPT_MODIFIER='(base) '
++++ export CONDA_EXE=/mnt/weka/home/hao.zhang/conda/miniconda/bin/conda
++++ CONDA_EXE=/mnt/weka/home/hao.zhang/conda/miniconda/bin/conda
++++ export CONDA_PYTHON_EXE=/mnt/weka/home/hao.zhang/conda/miniconda/bin/python
++++ CONDA_PYTHON_EXE=/mnt/weka/home/hao.zhang/conda/miniconda/bin/python
+++ __conda_hashr
+++ '[' -n '' ']'
+++ '[' -n '' ']'
+++ hash -r
++ conda activate junda-attnserver
++ local cmd=activate
++ case "$cmd" in
++ __conda_activate activate junda-attnserver
++ '[' -n '' ']'
++ local ask_conda
+++ PS1='(base) '
+++ __conda_exe shell.posix activate junda-attnserver
+++ '[' -n '' ']'
+++ /mnt/weka/home/hao.zhang/conda/miniconda/bin/conda shell.posix activate junda-attnserver
++ ask_conda='unset _CE_M
+unset _CE_CONDA
+PS1='\''(junda-attnserver) '\''
+export PATH='\''/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin:/mnt/weka/home/hao.zhang/conda/miniconda/condabin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin'\''
+export CONDA_PREFIX='\''/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver'\''
+export CONDA_SHLVL='\''2'\''
+export CONDA_DEFAULT_ENV='\''junda-attnserver'\''
+export CONDA_PROMPT_MODIFIER='\''(junda-attnserver) '\''
+export CONDA_PREFIX_1='\''/mnt/weka/home/hao.zhang/conda/miniconda'\''
+export CONDA_EXE='\''/mnt/weka/home/hao.zhang/conda/miniconda/bin/conda'\''
+export CONDA_PYTHON_EXE='\''/mnt/weka/home/hao.zhang/conda/miniconda/bin/python'\'''
++ eval 'unset _CE_M
+unset _CE_CONDA
+PS1='\''(junda-attnserver) '\''
+export PATH='\''/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin:/mnt/weka/home/hao.zhang/conda/miniconda/condabin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin'\''
+export CONDA_PREFIX='\''/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver'\''
+export CONDA_SHLVL='\''2'\''
+export CONDA_DEFAULT_ENV='\''junda-attnserver'\''
+export CONDA_PROMPT_MODIFIER='\''(junda-attnserver) '\''
+export CONDA_PREFIX_1='\''/mnt/weka/home/hao.zhang/conda/miniconda'\''
+export CONDA_EXE='\''/mnt/weka/home/hao.zhang/conda/miniconda/bin/conda'\''
+export CONDA_PYTHON_EXE='\''/mnt/weka/home/hao.zhang/conda/miniconda/bin/python'\'''
+++ unset _CE_M
+++ unset _CE_CONDA
+++ PS1='(junda-attnserver) '
+++ export PATH=/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin:/mnt/weka/home/hao.zhang/conda/miniconda/condabin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin
+++ PATH=/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/.local/bin:/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin:/mnt/weka/home/hao.zhang/conda/miniconda/condabin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin
+++ export CONDA_PREFIX=/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver
+++ CONDA_PREFIX=/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver
+++ export CONDA_SHLVL=2
+++ CONDA_SHLVL=2
+++ export CONDA_DEFAULT_ENV=junda-attnserver
+++ CONDA_DEFAULT_ENV=junda-attnserver
+++ export 'CONDA_PROMPT_MODIFIER=(junda-attnserver) '
+++ CONDA_PROMPT_MODIFIER='(junda-attnserver) '
+++ export CONDA_PREFIX_1=/mnt/weka/home/hao.zhang/conda/miniconda
+++ CONDA_PREFIX_1=/mnt/weka/home/hao.zhang/conda/miniconda
+++ export CONDA_EXE=/mnt/weka/home/hao.zhang/conda/miniconda/bin/conda
+++ CONDA_EXE=/mnt/weka/home/hao.zhang/conda/miniconda/bin/conda
+++ export CONDA_PYTHON_EXE=/mnt/weka/home/hao.zhang/conda/miniconda/bin/python
+++ CONDA_PYTHON_EXE=/mnt/weka/home/hao.zhang/conda/miniconda/bin/python
++ __conda_hashr
++ '[' -n '' ']'
++ '[' -n '' ']'
++ hash -r
++ export CHROME_TRACE_PREFIX=/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5
++ CHROME_TRACE_PREFIX=/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5
++ mkdir -p /mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5
++ export PROF_TP_SIZE=4
++ PROF_TP_SIZE=4
++ export PROF_CP_SIZE=8
++ PROF_CP_SIZE=8
++ export PROF_BS=1
++ PROF_BS=1
++ for ctx_length in 1024 2048 4096 8192 12288 16384 24576 32768 40960 49152 65536 81920 98304 131072
++ export PROF_CTX_LENGTH=1024
++ PROF_CTX_LENGTH=1024
++ name='/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L1024*tp4.cp8.bs1.json'
++ '[' -f '/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L1024*tp4.cp8.bs1.json' ']'
++ echo 'Running ctx_length=1024, TP_SIZE=4, CP_SIZE=8, BATCH_SIZE=1'
++ srun bash ./attnserver.sh
++ which python3
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 0 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 1024 --max-position-embeddings 1024 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 3 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 1024 --max-position-embeddings 1024 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ which python3
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 1 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 1024 --max-position-embeddings 1024 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 2 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 1024 --max-position-embeddings 1024 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:23:32.040000 150795 site-packages/torch/distributed/run.py:766] 
+W0621 21:23:32.040000 150795 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:23:32.040000 150795 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:23:32.040000 150795 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:23:32.139000 2069790 site-packages/torch/distributed/run.py:766] 
+W0621 21:23:32.139000 2069790 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:23:32.139000 2069790 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:23:32.139000 2069790 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:23:32.270000 3439287 site-packages/torch/distributed/run.py:766] 
+W0621 21:23:32.270000 3439287 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:23:32.270000 3439287 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:23:32.270000 3439287 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:23:32.276000 3370463 site-packages/torch/distributed/run.py:766] 
+W0621 21:23:32.276000 3370463 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:23:32.276000 3370463 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:23:32.276000 3370463 site-packages/torch/distributed/run.py:766] *****************************************
+[rank3]:[W621 21:23:54.937418488 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 3]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank7]:[W621 21:23:54.938038365 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 7]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank1]:[W621 21:23:54.938418575 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 1]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank27]:[W621 21:23:54.347054762 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 27]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank31]:[W621 21:23:54.347056923 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 31]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank5]:[W621 21:23:54.939036963 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 5]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank9]:[W621 21:23:54.827861786 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 9]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank19]:[W621 21:23:54.280409857 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 19]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank17]:[W621 21:23:54.281332808 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 17]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank13]:[W621 21:23:54.828626965 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 13]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank6]:[W621 21:23:54.945331266 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 6]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank15]:[W621 21:23:54.829689328 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 15]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank11]:[W621 21:23:54.829702555 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 11]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank29]:[W621 21:23:54.354101755 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 29]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank21]:[W621 21:23:54.281936851 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 21]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank25]:[W621 21:23:54.354498893 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 25]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank2]:[W621 21:23:54.945868403 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 2]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank4]:[W621 21:23:54.948810866 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 4]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank14]:[W621 21:23:54.836821806 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 14]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank23]:[W621 21:23:54.289761017 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 23]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank10]:[W621 21:23:54.836878904 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 10]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank12]:[W621 21:23:54.837529662 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 12]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank30]:[W621 21:23:54.362376084 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 30]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank28]:[W621 21:23:54.362434320 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 28]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank26]:[W621 21:23:54.362493142 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 26]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank20]:[W621 21:23:54.296067739 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 20]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank18]:[W621 21:23:54.296067731 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 18]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank22]:[W621 21:23:54.296186374 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 22]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank24]:[W621 21:23:55.447548457 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 24]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank16]:[W621 21:23:55.382025691 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 16]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank8]:[W621 21:23:55.929476421 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 8]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank0]:[W621 21:23:55.072209273 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 0]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+[rank2]:[W621 21:24:27.061921547 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank0]:[W621 21:24:27.099100418 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank3]:[W621 21:24:27.126701797 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank1]:[W621 21:24:27.186205203 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank30]:[W621 21:24:27.838345641 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank25]:[W621 21:24:27.840716682 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank11]:[W621 21:24:27.347506688 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank9]:[W621 21:24:27.349813115 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank27]:[W621 21:24:27.878723249 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank8]:[W621 21:24:27.366021066 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank4]:[W621 21:24:27.499116447 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank28]:[W621 21:24:27.907338298 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank5]:[W621 21:24:27.503241294 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank7]:[W621 21:24:27.506926596 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank6]:[W621 21:24:27.510592951 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank14]:[W621 21:24:27.397627067 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank18]:[W621 21:24:27.901037208 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank21]:[W621 21:24:27.963835026 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank23]:[W621 21:24:27.967580915 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank22]:[W621 21:24:27.152955431 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank26]:[W621 21:24:27.221705617 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank15]:[W621 21:24:27.706196362 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank10]:[W621 21:24:27.710554590 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank13]:[W621 21:24:27.712949786 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank16]:[W621 21:24:27.191226910 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank29]:[W621 21:24:27.294822529 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank31]:[W621 21:24:27.328556875 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank17]:[W621 21:24:27.276832090 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank20]:[W621 21:24:27.281809920 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank12]:[W621 21:24:27.829038905 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank24]:[W621 21:24:27.350482504 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank19]:[W621 21:24:27.300469705 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
++ set +x
++ set +x
++ set +x
++ set +x
++ for ctx_length in 1024 2048 4096 8192 12288 16384 24576 32768 40960 49152 65536 81920 98304 131072
++ export PROF_CTX_LENGTH=2048
++ PROF_CTX_LENGTH=2048
++ name='/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L2048*tp4.cp8.bs1.json'
++ '[' -f '/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L2048*tp4.cp8.bs1.json' ']'
++ echo 'Running ctx_length=2048, TP_SIZE=4, CP_SIZE=8, BATCH_SIZE=1'
++ srun bash ./attnserver.sh
+rm: cannot remove 'gpt-checkpoint/iter_0000010': Directory not empty
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 2 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 2048 --max-position-embeddings 2048 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 0 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 2048 --max-position-embeddings 2048 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 3 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 2048 --max-position-embeddings 2048 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 1 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 2048 --max-position-embeddings 2048 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:24:33.569000 154304 site-packages/torch/distributed/run.py:766] 
+W0621 21:24:33.569000 154304 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:24:33.569000 154304 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:24:33.569000 154304 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:24:33.770000 3442873 site-packages/torch/distributed/run.py:766] 
+W0621 21:24:33.770000 3442873 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:24:33.770000 3442873 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:24:33.770000 3442873 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:24:33.770000 2073243 site-packages/torch/distributed/run.py:766] 
+W0621 21:24:33.770000 2073243 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:24:33.770000 2073243 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:24:33.770000 2073243 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:24:33.772000 3374033 site-packages/torch/distributed/run.py:766] 
+W0621 21:24:33.772000 3374033 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:24:33.772000 3374033 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:24:33.772000 3374033 site-packages/torch/distributed/run.py:766] *****************************************
+[rank5]:[W621 21:24:56.727648097 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 5]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank1]:[W621 21:24:56.727648102 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 1]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank9]:[W621 21:24:56.616494966 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 9]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank29]:[W621 21:24:56.137214610 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 29]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank25]:[W621 21:24:56.137221176 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 25]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank13]:[W621 21:24:56.616865604 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 13]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank17]:[W621 21:24:56.070700016 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 17]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank21]:[W621 21:24:56.070827630 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 21]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank10]:[W621 21:24:56.620458339 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 10]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank4]:[W621 21:24:56.735219856 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 4]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank6]:[W621 21:24:56.735227003 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 6]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank7]:[W621 21:24:56.735270388 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 7]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank2]:[W621 21:24:56.736468217 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 2]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank3]:[W621 21:24:56.736911286 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 3]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank12]:[W621 21:24:56.623957686 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 12]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank22]:[W621 21:24:56.081576440 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 22]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank23]:[W621 21:24:56.081587570 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 23]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank19]:[W621 21:24:56.081635127 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 19]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank20]:[W621 21:24:56.081656167 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 20]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank18]:[W621 21:24:56.082200117 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 18]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank27]:[W621 21:24:56.154262938 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 27]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank31]:[W621 21:24:56.154298049 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 31]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank28]:[W621 21:24:56.154369869 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 28]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank30]:[W621 21:24:56.154603616 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 30]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank26]:[W621 21:24:56.154773057 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 26]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank15]:[W621 21:24:56.633403850 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 15]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank11]:[W621 21:24:56.633451058 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 11]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank14]:[W621 21:24:56.633722504 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 14]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank8]:[W621 21:24:56.716677130 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 8]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank16]:[W621 21:24:56.170660883 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 16]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank24]:[W621 21:24:56.239976309 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 24]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank0]:[W621 21:24:56.873195844 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 0]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+[rank1]:[W621 21:25:30.163774475 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank0]:[W621 21:25:30.207204610 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank2]:[W621 21:25:30.438105977 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank3]:[W621 21:25:30.508986837 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank7]:[W621 21:25:30.645250537 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank29]:[W621 21:25:30.062419050 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank16]:[W621 21:25:30.016615411 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank21]:[W621 21:25:30.054445765 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank10]:[W621 21:25:30.613743555 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank13]:[W621 21:25:30.631802012 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank11]:[W621 21:25:30.683338728 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank22]:[W621 21:25:30.187937386 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank19]:[W621 21:25:30.217361146 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank5]:[W621 21:25:30.936561477 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank17]:[W621 21:25:31.699184359 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank20]:[W621 21:25:31.721938122 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank8]:[W621 21:25:31.269259500 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank18]:[W621 21:25:31.741069802 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank6]:[W621 21:25:31.401734014 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank4]:[W621 21:25:31.402598846 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank23]:[W621 21:25:31.750896086 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank26]:[W621 21:25:31.819846323 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank31]:[W621 21:25:31.839757649 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank24]:[W621 21:25:31.841252407 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank15]:[W621 21:25:31.419234490 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank25]:[W621 21:25:31.948938757 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank30]:[W621 21:25:31.950688396 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank27]:[W621 21:25:31.960889449 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank28]:[W621 21:25:31.972158843 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank14]:[W621 21:25:31.459667491 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank12]:[W621 21:25:31.461198169 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank9]:[W621 21:25:31.467943403 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
++ set +x
++ set +x
++ set +x
++ set +x
++ for ctx_length in 1024 2048 4096 8192 12288 16384 24576 32768 40960 49152 65536 81920 98304 131072
++ export PROF_CTX_LENGTH=4096
++ PROF_CTX_LENGTH=4096
++ name='/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L4096*tp4.cp8.bs1.json'
++ '[' -f '/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L4096*tp4.cp8.bs1.json' ']'
++ echo 'Running ctx_length=4096, TP_SIZE=4, CP_SIZE=8, BATCH_SIZE=1'
++ srun bash ./attnserver.sh
++ which python3
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 1 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 4096 --max-position-embeddings 4096 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 2 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 4096 --max-position-embeddings 4096 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ which python3
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 0 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 4096 --max-position-embeddings 4096 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 3 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 4096 --max-position-embeddings 4096 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:25:37.259000 157797 site-packages/torch/distributed/run.py:766] 
+W0621 21:25:37.259000 157797 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:25:37.259000 157797 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:25:37.259000 157797 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:25:37.292000 3446512 site-packages/torch/distributed/run.py:766] 
+W0621 21:25:37.292000 3446512 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:25:37.292000 3446512 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:25:37.292000 3446512 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:25:37.292000 3377596 site-packages/torch/distributed/run.py:766] 
+W0621 21:25:37.292000 3377596 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:25:37.292000 3377596 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:25:37.292000 3377596 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:25:37.313000 2076677 site-packages/torch/distributed/run.py:766] 
+W0621 21:25:37.313000 2076677 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:25:37.313000 2076677 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:25:37.313000 2076677 site-packages/torch/distributed/run.py:766] *****************************************
+[rank3]:[W621 21:26:00.465424534 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 3]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank7]:[W621 21:26:00.465799150 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 7]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank11]:[W621 21:26:00.353564736 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 11]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank15]:[W621 21:26:00.353590447 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 15]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank31]:[W621 21:26:00.875450187 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 31]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank27]:[W621 21:26:00.875454847 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 27]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank19]:[W621 21:26:00.811624868 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 19]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank23]:[W621 21:26:00.811943175 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 23]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank4]:[W621 21:26:00.723927154 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 4]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank6]:[W621 21:26:00.724214370 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 6]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank26]:[W621 21:26:00.133332173 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 26]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank30]:[W621 21:26:00.133411642 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 30]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank2]:[W621 21:26:00.725296228 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 2]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank28]:[W621 21:26:00.134155316 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 28]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank20]:[W621 21:26:00.066320642 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 20]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank18]:[W621 21:26:00.066461856 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 18]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank5]:[W621 21:26:00.729202920 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 5]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank1]:[W621 21:26:00.729999769 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 1]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank25]:[W621 21:26:00.140614672 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 25]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank29]:[W621 21:26:00.140647593 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 29]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank21]:[W621 21:26:00.073602707 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 21]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank17]:[W621 21:26:00.073625240 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 17]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank22]:[W621 21:26:00.073978023 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 22]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank14]:[W621 21:26:00.624506198 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 14]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank9]:[W621 21:26:00.625357910 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 9]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank13]:[W621 21:26:00.625356850 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 13]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank10]:[W621 21:26:00.625370588 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 10]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank12]:[W621 21:26:00.625459479 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 12]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank16]:[W621 21:26:00.159767466 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 16]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank8]:[W621 21:26:00.707816714 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 8]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank0]:[W621 21:26:00.853497516 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 0]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank24]:[W621 21:26:01.576956837 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 24]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+[rank0]:[W621 21:26:31.497323570 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank2]:[W621 21:26:31.510916393 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank3]:[W621 21:26:31.514888659 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank1]:[W621 21:26:31.593503256 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank5]:[W621 21:26:31.785024114 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank19]:[W621 21:26:31.212374320 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank15]:[W621 21:26:31.800068532 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank14]:[W621 21:26:31.827737547 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank17]:[W621 21:26:31.306483522 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank22]:[W621 21:26:31.310897776 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank8]:[W621 21:26:31.887520723 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank7]:[W621 21:26:32.124959954 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank16]:[W621 21:26:32.542252345 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank6]:[W621 21:26:32.222970292 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank4]:[W621 21:26:32.232846985 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank27]:[W621 21:26:32.644226632 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank25]:[W621 21:26:32.647271633 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank24]:[W621 21:26:32.651330612 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank26]:[W621 21:26:32.651437516 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank9]:[W621 21:26:32.146444465 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank20]:[W621 21:26:32.683492201 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank23]:[W621 21:26:32.687431023 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank11]:[W621 21:26:32.254147274 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank10]:[W621 21:26:32.291080493 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank21]:[W621 21:26:32.771012386 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank18]:[W621 21:26:32.784298976 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank12]:[W621 21:26:32.341482170 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank30]:[W621 21:26:32.913378202 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank31]:[W621 21:26:32.916673599 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank29]:[W621 21:26:32.950470547 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank28]:[W621 21:26:32.953765601 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank13]:[W621 21:26:32.439091028 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
++ set +x
++ set +x
++ set +x
++ set +x
++ for ctx_length in 1024 2048 4096 8192 12288 16384 24576 32768 40960 49152 65536 81920 98304 131072
++ export PROF_CTX_LENGTH=8192
++ PROF_CTX_LENGTH=8192
++ name='/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L8192*tp4.cp8.bs1.json'
++ '[' -f '/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L8192*tp4.cp8.bs1.json' ']'
++ echo 'Running ctx_length=8192, TP_SIZE=4, CP_SIZE=8, BATCH_SIZE=1'
++ srun bash ./attnserver.sh
+rm: cannot remove 'gpt-checkpoint/iter_0000010': Directory not empty
+rm: cannot remove 'gpt-checkpoint/iter_0000010': Directory not empty
++ which python3
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 2 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 8192 --max-position-embeddings 8192 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 1 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 8192 --max-position-embeddings 8192 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 0 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 8192 --max-position-embeddings 8192 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 3 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 8192 --max-position-embeddings 8192 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:26:38.390000 2080035 site-packages/torch/distributed/run.py:766] 
+W0621 21:26:38.390000 2080035 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:26:38.390000 2080035 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:26:38.390000 2080035 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:26:38.411000 161212 site-packages/torch/distributed/run.py:766] 
+W0621 21:26:38.411000 161212 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:26:38.411000 161212 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:26:38.411000 161212 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:26:38.503000 3381085 site-packages/torch/distributed/run.py:766] 
+W0621 21:26:38.503000 3381085 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:26:38.503000 3381085 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:26:38.503000 3381085 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:26:38.548000 3450002 site-packages/torch/distributed/run.py:766] 
+W0621 21:26:38.548000 3450002 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:26:38.548000 3450002 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:26:38.548000 3450002 site-packages/torch/distributed/run.py:766] *****************************************
+[rank6]:[W621 21:27:01.025969879 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 6]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank2]:[W621 21:27:01.026058175 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 2]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank14]:[W621 21:27:01.915506474 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 14]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank22]:[W621 21:27:01.369113907 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 22]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank26]:[W621 21:27:01.437068397 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 26]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank30]:[W621 21:27:01.437068262 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 30]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank31]:[W621 21:27:01.437068431 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 31]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank10]:[W621 21:27:01.915552948 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 10]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank18]:[W621 21:27:01.369285508 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 18]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank7]:[W621 21:27:02.033098201 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 7]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank3]:[W621 21:27:02.033251030 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 3]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank1]:[W621 21:27:02.033758666 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 1]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank4]:[W621 21:27:02.033824508 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 4]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank5]:[W621 21:27:02.034205148 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 5]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank29]:[W621 21:27:02.443257365 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 29]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank12]:[W621 21:27:01.923036462 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 12]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank20]:[W621 21:27:02.376243684 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 20]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank11]:[W621 21:27:01.923551187 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 11]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank9]:[W621 21:27:01.923557427 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 9]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank19]:[W621 21:27:02.376354730 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 19]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank17]:[W621 21:27:02.376367297 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 17]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank13]:[W621 21:27:01.923613783 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 13]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank15]:[W621 21:27:01.923665772 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 15]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank21]:[W621 21:27:02.377785041 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 21]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank23]:[W621 21:27:02.379700291 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 23]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank25]:[W621 21:27:02.452806080 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 25]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank28]:[W621 21:27:02.452952297 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 28]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank27]:[W621 21:27:02.453512126 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 27]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank8]:[W621 21:27:02.013124653 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 8]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank16]:[W621 21:27:02.466578762 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 16]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank24]:[W621 21:27:02.543067932 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 24]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank0]:[W621 21:27:02.172071400 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 0]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+[rank1]:[W621 21:27:34.716530631 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank3]:[W621 21:27:34.752177875 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank5]:[W621 21:27:34.850798134 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank2]:[W621 21:27:34.939049137 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank0]:[W621 21:27:34.941013521 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank4]:[W621 21:27:35.068606538 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank8]:[W621 21:27:35.177191237 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank16]:[W621 21:27:35.639754602 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank28]:[W621 21:27:35.728527558 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank6]:[W621 21:27:35.326113865 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank29]:[W621 21:27:35.742969320 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank31]:[W621 21:27:35.745294218 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank26]:[W621 21:27:35.774498334 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank13]:[W621 21:27:35.261940929 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank17]:[W621 21:27:35.725049327 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank23]:[W621 21:27:35.737263972 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank22]:[W621 21:27:35.776673058 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank11]:[W621 21:27:35.344871890 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank7]:[W621 21:27:35.458243476 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank10]:[W621 21:27:35.354348904 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank9]:[W621 21:27:35.423273599 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank15]:[W621 21:27:35.436208643 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank12]:[W621 21:27:35.439148792 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank14]:[W621 21:27:35.485746171 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank19]:[W621 21:27:35.939882058 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank30]:[W621 21:27:35.319409817 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank27]:[W621 21:27:35.401218324 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank21]:[W621 21:27:35.339539405 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank25]:[W621 21:27:35.408477170 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank18]:[W621 21:27:35.341800400 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank24]:[W621 21:27:35.413525399 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank20]:[W621 21:27:35.355246634 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
++ set +x
++ set +x
++ set +x
++ set +x
++ for ctx_length in 1024 2048 4096 8192 12288 16384 24576 32768 40960 49152 65536 81920 98304 131072
++ export PROF_CTX_LENGTH=12288
++ PROF_CTX_LENGTH=12288
++ name='/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L12288*tp4.cp8.bs1.json'
++ '[' -f '/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L12288*tp4.cp8.bs1.json' ']'
++ echo 'Running ctx_length=12288, TP_SIZE=4, CP_SIZE=8, BATCH_SIZE=1'
++ srun bash ./attnserver.sh
++ which python3
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 0 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 12288 --max-position-embeddings 12288 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 1 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 12288 --max-position-embeddings 12288 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 2 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 12288 --max-position-embeddings 12288 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 3 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 12288 --max-position-embeddings 12288 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:27:42.133000 164632 site-packages/torch/distributed/run.py:766] 
+W0621 21:27:42.133000 164632 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:27:42.133000 164632 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:27:42.133000 164632 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:27:42.201000 2083398 site-packages/torch/distributed/run.py:766] 
+W0621 21:27:42.201000 2083398 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:27:42.201000 2083398 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:27:42.201000 2083398 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:27:42.209000 3384577 site-packages/torch/distributed/run.py:766] 
+W0621 21:27:42.209000 3384577 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:27:42.209000 3384577 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:27:42.209000 3384577 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:27:42.220000 3453495 site-packages/torch/distributed/run.py:766] 
+W0621 21:27:42.220000 3453495 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:27:42.220000 3453495 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:27:42.220000 3453495 site-packages/torch/distributed/run.py:766] *****************************************
+[rank28]:[W621 21:28:06.673216429 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 28]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank27]:[W621 21:28:06.673277306 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 27]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank31]:[W621 21:28:06.673676798 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 31]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank11]:[W621 21:28:06.153353009 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 11]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank12]:[W621 21:28:06.153356109 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 12]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank15]:[W621 21:28:06.154340453 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 15]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank13]:[W621 21:28:06.154396314 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 13]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank25]:[W621 21:28:06.676397942 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 25]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank9]:[W621 21:28:06.154440490 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 9]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank23]:[W621 21:28:06.611843238 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 23]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank17]:[W621 21:28:06.611851171 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 17]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank20]:[W621 21:28:06.612054635 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 20]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank21]:[W621 21:28:06.612137178 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 21]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank22]:[W621 21:28:06.614111543 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 22]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank19]:[W621 21:28:06.614450332 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 19]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank26]:[W621 21:28:06.683102168 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 26]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank29]:[W621 21:28:06.683275451 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 29]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank30]:[W621 21:28:06.683319370 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 30]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank5]:[W621 21:28:06.276375781 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 5]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank10]:[W621 21:28:06.164083263 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 10]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank3]:[W621 21:28:06.276413914 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 3]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank14]:[W621 21:28:06.164155012 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 14]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank4]:[W621 21:28:06.276455365 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 4]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank6]:[W621 21:28:06.276483549 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 6]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank18]:[W621 21:28:06.620408595 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 18]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank1]:[W621 21:28:06.276609870 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 1]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank7]:[W621 21:28:06.277072941 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 7]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank2]:[W621 21:28:06.277851779 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 2]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank8]:[W621 21:28:06.240425807 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 8]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank24]:[W621 21:28:06.762617808 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 24]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank16]:[W621 21:28:06.698214619 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 16]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank0]:[W621 21:28:06.424270369 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 0]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+[rank25]: Traceback (most recent call last):
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank25]:     pretrain(
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank25]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank25]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank25]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank25]:                                                                 ^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank25]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank25]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank25]:     return _load_global_dist_base_checkpoint(
+[rank25]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank25]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank25]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank5]: Traceback (most recent call last):
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank5]:     pretrain(
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank5]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank5]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank5]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank5]:                                                                 ^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank5]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank25]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank25]:     checkpoint.load_state_dict(
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank25]:     return arg(*args, **kwargs)
+[rank25]:            ^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank25]:     return _load_state_dict(
+[rank25]:            ^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank17]: Traceback (most recent call last):
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank17]:     pretrain(
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank17]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank17]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank17]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank17]:                                                                 ^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank17]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank13]: Traceback (most recent call last):
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank13]:     pretrain(
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank13]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank13]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank13]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank13]:                                                                 ^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank13]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank5]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank5]:     return _load_global_dist_base_checkpoint(
+[rank5]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank5]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank5]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank25]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank25]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank25]:     raise result
+[rank25]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank25]: Traceback (most recent call last): (RANK 0)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank17]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank17]:     return _load_global_dist_base_checkpoint(
+[rank17]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank17]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank17]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank13]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank13]:     return _load_global_dist_base_checkpoint(
+[rank13]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank13]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank13]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank5]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank5]:     checkpoint.load_state_dict(
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank5]:     return arg(*args, **kwargs)
+[rank5]:            ^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank5]:     return _load_state_dict(
+[rank5]:            ^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank17]:     checkpoint.load_state_dict(
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank17]:     return arg(*args, **kwargs)
+[rank17]:            ^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank17]:     return _load_state_dict(
+[rank17]:            ^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank13]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank13]:     checkpoint.load_state_dict(
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank13]:     return arg(*args, **kwargs)
+[rank13]:            ^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank13]:     return _load_state_dict(
+[rank13]:            ^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank5]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank5]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank5]:     raise result
+[rank5]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank5]: Traceback (most recent call last): (RANK 0)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank17]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank17]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank17]:     raise result
+[rank17]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank17]: Traceback (most recent call last): (RANK 0)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank13]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank13]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank13]:     raise result
+[rank13]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank13]: Traceback (most recent call last): (RANK 0)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 1)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 2)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank5]: Traceback (most recent call last): (RANK 1)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 1)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 1)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 2)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     raise CheckpointingException(_msg)
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 2)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 2)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 3)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 4)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank17]:     raise CheckpointingException(_msg)
+[rank13]:     raise CheckpointingException(_msg)
+[rank5]: Traceback (most recent call last): (RANK 3)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 3)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 3)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 4)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 5)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 4)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 4)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 6)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 5)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 5)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 5)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 7)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 6)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 6)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 6)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank25]: Traceback (most recent call last): (RANK 8)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 7)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 7)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 7)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 8)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 9)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]: Traceback (most recent call last): (RANK 8)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]: Traceback (most recent call last): (RANK 8)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 10)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 9)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 9)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]: Traceback (most recent call last): (RANK 9)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 10)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 11)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]: Traceback (most recent call last): (RANK 10)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]: Traceback (most recent call last): (RANK 10)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 12)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 11)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 11)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]: Traceback (most recent call last): (RANK 11)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 13)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 12)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]: Traceback (most recent call last): (RANK 12)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]: Traceback (most recent call last): (RANK 12)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 13)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 13)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 13)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank25]: Traceback (most recent call last): (RANK 14)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 15)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 14)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank17]: Traceback (most recent call last): (RANK 14)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]: Traceback (most recent call last): (RANK 14)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 15)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 15)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 15)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank25]: Traceback (most recent call last): (RANK 16)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 16)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 17)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank17]: Traceback (most recent call last): (RANK 16)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]: Traceback (most recent call last): (RANK 16)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 18)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 17)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 17)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]: Traceback (most recent call last): (RANK 17)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 18)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 19)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 18)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 18)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 20)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 19)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 19)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank5]: Traceback (most recent call last): (RANK 19)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 21)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 20)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:                  ^^^^^^^^^
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 20)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 20)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 21)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 21)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 21)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 22)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^
+[rank13]:                  ^^^^^^^^^
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 23)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 22)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 22)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 22)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 24)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 23)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 23)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 23)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 25)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 24)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 24)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 24)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 26)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 25)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 25)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]: Traceback (most recent call last): (RANK 25)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 27)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 26)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 26)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 26)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 28)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 27)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 27)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]: Traceback (most recent call last): (RANK 27)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]: Traceback (most recent call last): (RANK 29)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 28)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 28)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 28)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 30)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]: Traceback (most recent call last): (RANK 29)
+[rank13]: Traceback (most recent call last): (RANK 29)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 29)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 31)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 30)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 30)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 30)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank28]: Traceback (most recent call last):
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank28]:     pretrain(
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank28]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank28]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 31)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 31)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 31)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank28]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank28]:                                                                 ^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank28]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank28]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank28]:     return _load_global_dist_base_checkpoint(
+[rank28]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank4]: Traceback (most recent call last):
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank4]:     pretrain(
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank28]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank28]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank28]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank28]:     checkpoint.load_state_dict(
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank18]: Traceback (most recent call last):
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank18]:     pretrain(
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank18]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank18]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank12]: Traceback (most recent call last):
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank12]:     pretrain(
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank12]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank12]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank4]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank4]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank28]:     return arg(*args, **kwargs)
+[rank28]:            ^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank28]:     return _load_state_dict(
+[rank28]:            ^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank28]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank28]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank18]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank18]:                                                                 ^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank18]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank18]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank18]:     return _load_global_dist_base_checkpoint(
+[rank18]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank12]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank12]:                                                                 ^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank12]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank12]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank12]:     return _load_global_dist_base_checkpoint(
+[rank12]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank4]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank4]:                                                                 ^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank4]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank4]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank4]:     return _load_global_dist_base_checkpoint(
+[rank4]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank28]:     raise result
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank18]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank18]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank18]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank18]:     checkpoint.load_state_dict(
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank12]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank12]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank12]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank12]:     checkpoint.load_state_dict(
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank4]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank4]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank4]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank4]:     checkpoint.load_state_dict(
+[rank28]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank28]: Traceback (most recent call last): (RANK 0)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank18]:     return arg(*args, **kwargs)
+[rank18]:            ^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank18]:     return _load_state_dict(
+[rank18]:            ^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank18]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank18]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank12]:     return arg(*args, **kwargs)
+[rank12]:            ^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank12]:     return _load_state_dict(
+[rank12]:            ^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank12]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank12]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank4]:     return arg(*args, **kwargs)
+[rank4]:            ^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank4]:     return _load_state_dict(
+[rank4]:            ^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank4]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank4]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 1)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank18]:     raise result
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank12]:     raise result
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank4]:     raise result
+[rank4]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank4]: Traceback (most recent call last): (RANK 0)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank18]: Traceback (most recent call last): (RANK 0)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank12]: Traceback (most recent call last): (RANK 0)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 2)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 1)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 1)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 1)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 3)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 2)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 2)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 2)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 4)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 3)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 3)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 3)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:                  ^^^^^^^^^
+[rank28]: Traceback (most recent call last): (RANK 5)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 4)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 4)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", lin[rank31]: Traceback (most recent call last):
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank31]:     pretrain(
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 4)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank31]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank31]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank31]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank31]:                                                                 ^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank31]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank31]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank18]: Traceback (most recent call last): (RANK 5)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]: Traceback (most recent call last): (RANK 5)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 5)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank31]:     return _load_global_dist_base_checkpoint(
+[rank31]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank31]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank31]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank31]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", lin[rank9]: Traceback (most recent call last):
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank9]:     pretrain(
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank31]:     checkpoint.load_state_dict(
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank31]:     return arg(*args, **kwargs)
+[rank31]:            ^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank31]:     return _load_state_dict(
+[rank31]:            ^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank31]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 6)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank9]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank9]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank9]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank9]:                                                                 ^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank9]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank9]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:     raise CheckpointingException(_msg)
+[rank31]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank9]:     return _load_global_dist_base_checkpoint(
+[rank9]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank9]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank9]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank9]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 6)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank31]:     raise result
+[rank31]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank31]: Traceback (most recent call last): (RANK 0)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     re[rank26]: Traceback (most recent call last):
+[rank18]: Traceback (most recent call last): (RANK 7)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank9]:     checkpoint.load_state_dict(
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank9]:     return arg(*args, **kwargs)
+[rank9]:            ^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank9]:     return _load_state_dict(
+[rank9]:            ^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank9]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 7)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank26]:     pretrain(
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank26]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank26]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank26]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank26]:                                                                 ^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank26]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank26]:     return _load_global_dist_base_checkpoint(
+[rank26]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank26]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank26]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 8)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:     raise result
+[rank9]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank9]: Traceback (most recent call last): (RANK 0)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:    [rank8]: Traceback (most recent call last):
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank8]:     pretrain(
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 8)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank26]:     checkpoint.load_state_dict(
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank26]:     return arg(*args, **kwargs)
+[rank26]:            ^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank26]:     return _load_state_dict(
+[rank26]:            ^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank8]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank8]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank8]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank8]:                                                                 ^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank8]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank8]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:     local_plan = planner.create_local_plan()
+[rank26]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank26]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]: Traceback (most recent call last): (RANK 9)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank8]:     return _load_global_dist_base_checkpoint(
+[rank8]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank8]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank8]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank8]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 9)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank26]:     raise result
+[rank26]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank26]: Traceback (most recent call last): (RANK 0)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     re[rank30]: Traceback (most recent call last):
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 10)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank8]:     checkpoint.load_state_dict(
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank8]:     return arg(*args, **kwargs)
+[rank8]:            ^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank8]:     return _load_state_dict(
+[rank8]:            ^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank8]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank30]:     pretrain(
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank30]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank30]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank30]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank30]:                                                                 ^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank30]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 10)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank30]:     return _load_global_dist_base_checkpoint(
+[rank30]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank30]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank30]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096))[rank19]: Traceback (most recent call last):
+[rank8]:     raise result
+[rank8]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank8]: Traceback (most recent call last): (RANK 0)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:    [rank10]: Traceback (most recent call last):
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank10]:     pretrain(
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 11)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.1[rank0]: Traceback (most recent call last):
+[rank30]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank30]:     checkpoint.load_state_dict(
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank30]:     return arg(*args, **kwargs)
+[rank30]:            ^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank30]:     return _load_state_dict(
+[rank30]:            ^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank19]:     pretrain(
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank19]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank19]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank19]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank19]:                                                                 ^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank19]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank10]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank10]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank10]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank10]:                                                                 ^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank10]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank10]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank30]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank30]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank19]:     return _load_global_dist_base_checkpoint(
+[rank19]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank19]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank19]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank10]:     return _load_global_dist_base_checkpoint(
+[rank10]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank10]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank10]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank10]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:     pretrain(
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank0]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank0]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank0]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank0]:                                                                 ^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank0]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank0]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank30]:     raise result
+[rank30]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank30]: Traceback (most recent call last): (RANK 0)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     re[rank24]: Traceback (most recent call last):
+[rank19]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank19]:     checkpoint.load_state_dict(
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank19]:     return arg(*args, **kwargs)
+[rank19]:            ^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank19]:     return _load_state_dict(
+[rank19]:            ^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank10]:     checkpoint.load_state_dict(
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank10]:     return arg(*args, **kwargs)
+[rank10]:            ^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank10]:     return _load_state_dict(
+[rank10]:            ^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank10]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank0]:     return _load_global_dist_base_checkpoint(
+[rank0]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank0]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank0]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank0]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank24]:     pretrain(
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank24]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank24]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank24]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank24]:                                                                 ^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank24]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank19]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank10]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank0]:     checkpoint.load_state_dict(
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank0]:     return arg(*args, **kwargs)
+[rank0]:            ^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank0]:     return _load_state_dict(
+[rank0]:            ^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank0]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank24]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank24]:     return _load_global_dist_base_checkpoint(
+[rank24]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank24]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank24]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank19]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank19]:     raise result
+[rank19]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank19]: Traceback (most recent call last): (RANK 0)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank10]:     raise result
+[rank10]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank10]: Traceback (most recent call last): (RANK 0)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     re[rank14]: Traceback (most recent call last):
+[rank0]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank0]:     raise result
+[rank0]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank0]: Traceback (most recent call last): (RANK 0)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank24]:     checkpoint.load_state_dict(
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank24]:     return arg(*args, **kwargs)
+[rank24]:            ^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank24]:     return _load_state_dict(
+[rank24]:            ^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank19]:     re[rank16]: Traceback (most recent call last):
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank16]:     pretrain(
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank16]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank16]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank16]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank16]:                                                                 ^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank14]:     pretrain(
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank14]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank14]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank14]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank14]:                                                                 ^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank14]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:    [rank6]: Traceback (most recent call last):
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank24]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank24]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank16]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank16]:     return _load_global_dist_base_checkpoint(
+[rank16]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank16]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank14]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank14]:     return _load_global_dist_base_checkpoint(
+[rank14]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank14]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank14]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank6]:     pretrain(
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank6]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank6]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank6]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank6]:                                                                 ^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank6]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank6]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank24]:     raise result
+[rank24]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank24]: Traceback (most recent call last): (RANK 0)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     ree 605, in create_local_plan
+[rank16]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank16]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank16]:     checkpoint.load_state_dict(
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank16]:     return arg(*args, **kwargs)
+[rank16]:            ^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank16]:     return _load_state_dict(
+[rank16]:            ^^^^^^^^^^^^^^^^^
+[rank14]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank14]:     checkpoint.load_state_dict(
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank14]:     return arg(*args, **kwargs)
+[rank14]:            ^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank14]:     return _load_state_dict(
+[rank14]:            ^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank6]:     return _load_global_dist_base_checkpoint(
+[rank6]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank6]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank6]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank6]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 6)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank16]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank14]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank14]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank6]:     checkpoint.load_state_dict(
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank6]:     return arg(*args, **kwargs)
+[rank6]:            ^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank6]:     return _load_state_dict(
+[rank6]:            ^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank6]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank16]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank16]:     raise result
+[rank16]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank16]: Traceback (most recent call last): (RANK 0)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank14]:     raise result
+[rank14]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank14]: Traceback (most recent call last): (RANK 0)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     re          ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank6]:     raise result
+[rank6]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank6]: Traceback (most recent call last): (RANK 0)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 7)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank16]:     re[rank22]: Traceback (most recent call last):
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank22]:     pretrain(
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank22]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank22]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank22]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank22]:                                                                 ^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 1)
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:    [rank1]: Traceback (most recent call last):
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank22]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank22]:     return _load_global_dist_base_checkpoint(
+[rank22]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank22]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     pretrain(
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank1]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank1]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank1]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank1]:                                                                 ^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank1]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank1]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 8)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in sult = func(*args, **kwargs)
+[rank22]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank22]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank22]:     checkpoint.load_state_dict(
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank22]:     return arg(*args, **kwargs)
+[rank22]:            ^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank22]:     return _load_state_dict(
+[rank22]:            ^^^^^^^^^^^^^^^^^
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 2)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank1]:     return _load_global_dist_base_checkpoint(
+[rank1]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank1]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank1]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank1]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank22]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank1]:     checkpoint.load_state_dict(
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank1]:     return arg(*args, **kwargs)
+[rank1]:            ^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank1]:     return _load_state_dict(
+[rank1]:            ^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank1]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank26]: Traceback (most recent call last): (RANK 1)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank22]:     raise result
+[rank22]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank22]: Traceback (most recent call last): (RANK 0)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank1]:     raise result
+[rank1]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank1]: Traceback (most recent call last): (RANK 0)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 2)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     re[rank23]: Traceback (most recent call last):
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank23]:     pretrain(
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank23]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank23]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank23]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank23]:                                                                 ^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank9]: Traceback (most recent call last): (RANK 3)e 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 6)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:    2/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank23]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank23]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank23]:     return _load_global_dist_base_checkpoint(
+[rank23]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank23]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embeddingsult = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank23]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank23]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank23]:     checkpoint.load_state_dict(
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank23]:     return arg(*args, **kwargs)
+[rank23]:            ^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank23]:     return _load_state_dict(
+[rank23]:            ^^^^^^^^^^^^^^^^^
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 7)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 12)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 1)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank23]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 13)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 2)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank23]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank23]:     raise result
+[rank23]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank23]: Traceback (most recent call last): (RANK 0)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 8)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_c          ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     re[rank21]: Traceback (most recent call last):
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank21]:     pretrain(
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank21]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank21]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank21]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank21]:                                                                 ^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in [rank15]: Traceback (most recent call last):
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank15]:     pretrain(
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank15]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank15]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank15]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank15]:                                                                 ^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 1)
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank21]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank21]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank21]:     return _load_global_dist_base_checkpoint(
+[rank21]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank21]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank15]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank15]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank15]:     return _load_global_dist_base_checkpoint(
+[rank15]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank15]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding[rank29]: Traceback (most recent call last):
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank29]:     pretrain(
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank29]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank29]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank29]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank29]:                                                                 ^^^^^^^^^^^^^^^^
+[rank21]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank21]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank21]:     checkpoint.load_state_dict(
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank21]:     return arg(*args, **kwargs)
+[rank21]:            ^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank21]:     return _load_state_dict(
+[rank21]:            ^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank15]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank15]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank15]:     checkpoint.load_state_dict(
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank15]:     return arg(*args, **kwargs)
+[rank15]:            ^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank15]:     return _load_state_dict(
+[rank15]:            ^^^^^^^^^^^^^^^^^
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 2)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank29]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank29]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank29]:     return _load_global_dist_base_checkpoint(
+[rank29]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank29]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank21]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank15]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank15]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank15]:     raise result
+[rank15]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank15]: Traceback (most recent call last): (RANK 0)
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank29]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank29]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank29]:     checkpoint.load_state_dict(
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank29]:     return arg(*args, **kwargs)
+[rank29]:            ^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank29]:     return _load_state_dict(
+[rank29]:            ^^^^^^^^^^^^^^^^^
+[rank21]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank21]:     raise result
+[rank21]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank21]: Traceback (most recent call last): (RANK 0)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     re[rank11]: Traceback (most recent call last):
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank11]:     pretrain(
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank11]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank11]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank21]:     re tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 11)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank11]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank11]:                                                                 ^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank11]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank11]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank11]:     return _load_global_dist_base_checkpoint(
+[rank11]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]: Traceback (most recent call last): (RANK 3)[rank7]: Traceback (most recent call last):
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank7]:     pretrain(
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank7]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank7]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank7]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank7]:                                                                 ^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank29]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank29]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank29]:     raise result
+[rank29]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank29]: Traceback (most recent call last): (RANK 0)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 12)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank11]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank11]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank11]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank11]:     checkpoint.load_state_dict(
+[rank7]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank7]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank7]:     return _load_global_dist_base_checkpoint(
+[rank7]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank7]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank11]:     return arg(*args, **kwargs)
+[rank11]:            ^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank11]:     return _load_state_dict(
+[rank11]:            ^^^^^^^^^^^^^^^^^
+[rank7]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank7]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank7]:     checkpoint.load_state_dict(
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank7]:     return arg(*args, **kwargs)
+[rank7]:            ^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank7]:     return _load_state_dict(
+[rank7]:            ^^^^^^^^^^^^^^^^^
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 1)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 13)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank11]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank11]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank11]:     raise result
+[rank11]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank11]: Traceback (most recent call last): (RANK 0)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank7]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank7]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank7]:     raise result
+[rank7]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank7]: Traceback (most recent call last): (RANK 0)
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 2)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointisult = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     re          ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:                  ^^^^^^^^^
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 1)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 1)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 2)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 2)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 1)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding[rank27]: Traceback (most recent call last):
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank27]:     pretrain(
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank27]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank27]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank27]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank27]:                                                                 ^^^^^^^^^^^^^^^^
+[rank19]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 2)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank27]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank27]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank27]:     return _load_global_dist_base_checkpoint(
+[rank27]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank27]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank27]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank27]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank27]:     checkpoint.load_state_dict(
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank27]:     return arg(*args, **kwargs)
+[rank27]:            ^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank27]:     return _load_state_dict(
+[rank27]:            ^^^^^^^^^^^^^^^^^
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embeddingsult = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 3)sult = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:     raise CheckpointingException(_msg)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank27]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank27]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank27]:     raise result
+[rank27]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank27]: Traceback (most recent call last): (RANK 0)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 1)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 1)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 3)[rank2]: Traceback (most recent call last):
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank2]:     pretrain(
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank2]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank2]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank2]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     rewrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 2)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]:                                                                 ^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank2]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank2]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank2]:     return _load_global_dist_base_checkpoint(
+[rank2]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank2]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 9)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:                  ^^^^^^^^^
+[rank10]: Traceback (most recent call last): (RANK 2)
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank2]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank2]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank2]:     checkpoint.load_state_dict(
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank2]:     return arg(*args, **kwargs)
+[rank2]:            ^^^^^^^^^^^^^^^^^^^^
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank2]:     return _load_state_dict(
+[rank2]:            ^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank2]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank2]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank2]:     raise result
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 10)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embeddingsult = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embeddingsult = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank2]: Traceback (most recent call last): (RANK 0)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 1)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 1)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)).position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 3)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 2)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 1)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]:                  ^^^^^^^^^
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 2)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 2)
+[rank26]: Traceback (most recent call last): (RANK 4)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 5)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embeddingsult = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embeddingwrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", linsult = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 1)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 9)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 3)[rank3]: Traceback (most recent call last):
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank3]:     pretrain(
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank3]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank3]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank3]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 1)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 2)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank3]:                                                                 ^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank3]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank3]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank3]:     return _load_global_dist_base_checkpoint(
+[rank3]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank3]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank21]:                  ^^^^^^^^^
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank3]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank3]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank3]:     checkpoint.load_state_dict(
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank3]:     return arg(*args, **kwargs)
+[rank3]:            ^^^^^^^^^^^^^^^^^^^^
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank12]: Traceback (most recent call last): (RANK 10)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank3]:     return _load_state_dict(
+[rank3]:            ^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank3]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank3]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank3]:     raise result
+[rank29]: Traceback (most recent call last): (RANK 2)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 3)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096))sult = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank3]: Traceback (most recent call last): (RANK 0)
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 11)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 4)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 1)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 1)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 12)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 5)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", lin.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 3)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]: Traceback (most recent call last): (RANK 2)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 2)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 13)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 4)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 3)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointie 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 3)heckpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 14)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 6)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 4)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 7)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 5)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 15)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:                  ^^^^^^^^^
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", lin.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 3)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 5)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 4)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", lin
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 16)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 8)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in .position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 3)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 4)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_load
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 4)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 5)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 4)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 5)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", linng/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 14)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 5)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 5)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", linng/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensosult = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 14)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 15)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 1)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tenso          ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 1)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]: Traceback (most recent call last): (RANK 15)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 2)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]: Traceback (most recent call last): (RANK 16)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/chec[rank20]: Traceback (most recent call last):
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank20]:     pretrain(
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank20]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank20]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 2)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 16)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checsult = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank20]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank20]:                                                                 ^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank20]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank20]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank20]:     return _load_global_dist_base_checkpoint(
+[rank20]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank20]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank20]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank20]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank20]:     checkpoint.load_state_dict(
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 4)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 3)          ^^^^^^^^^^^^^^^^^^^^^
+[rank27]: Traceback (most recent call last): (RANK 1)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank20]:     return arg(*args, **kwargs)
+[rank20]:            ^^^^^^^^^^^^^^^^^^^^
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank20]:     return _load_state_dict(
+[rank20]:            ^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank20]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank20]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank20]:     raise result
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 5)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 1)
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 2)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank20]: Traceback (most recent call last): (RANK 0)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     re.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 3)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tenso.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 3)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embeddinge 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 2)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 6)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 4)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 4)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 3)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]: Traceback (most recent call last): (RANK 7)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 5)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 5)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", linkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", lin tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 11)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 4)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 8)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in kpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 17)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 5)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 12)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank28]: Traceback (most recent call last): (RANK 17)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensoer.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 18)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 17)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 18)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]: Traceback (most recent call last): (RANK 13)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointi.position_embeddings.weight
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]: Traceback (most recent call last): (RANK 3)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 18)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096e 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 4)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]: Traceback (most recent call last): (RANK 9)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 6)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 19)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[ran
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 7)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 10)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:                  ^^^^^^^^^
+[rank11]: Traceback (most recent call last): (RANK 5)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 4)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)).position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 3)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 6)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 8)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in e 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 5)
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 4)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 6)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 7)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank10]: Traceback (most recent call last): (RANK 7)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 6)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]:                  ^^^^^^^^^
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 8)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank24]: Traceback (most recent call last): (RANK 5)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in ng/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 14)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 7)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", lin])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 19)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 8)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in ])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 19)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 20)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:     raise CheckpointingException(_msg)
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 8)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 20)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 15)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/j
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 16)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 4)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 21)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 21)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/chec.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 3)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatrowrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatrosult = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 4)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 5)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 9)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 1)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 6)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 10)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     raise CheckpointingException(_msg)
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 7)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 2)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank0]:     local_plan = planner.create_local_plan()
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096))n/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 22)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embeddingwrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 5)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 8)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 9)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", linrs)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 6)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 9)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 23)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 7)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 10)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 24)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 10)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 8)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 3)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096))n/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/je 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 6)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 4)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 22)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 11)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.1rs)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 6)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank18]: Traceback (most recent call last): (RANK 23)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 7)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 7)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 5)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", lin tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 11)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 24)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/sitee 605, in create_local_plan
+[rank14]: Traceback (most recent call last): (RANK 8)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in rs)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 6)
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 8)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 12)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 6)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/jk4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:     local_data = map_fun()
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 20)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 7)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 7)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 13)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 8)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 21)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointie 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 6)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 8)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in sult = func(*args, **kwargs)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raiunda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 9)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 9)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]: Traceback (most recent call last): (RANK 1)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 10)
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 7)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 2)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 10)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 8)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 11)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.1rs)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in  tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 11)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 11)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.1wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 6)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 25)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 9)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 7)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank30]: Traceback (most recent call last): (RANK 12)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:                  ^^^^^^^^^
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 26)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 13)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 10)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank7]: Traceback (most recent call last): (RANK 8)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/j
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch fowrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096))unda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank26]: Traceback (most recent call last): (RANK 14)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 9)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 9)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 4)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 15)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 10)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 5)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 10)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tenso
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank26]: Traceback (most recent call last): (RANK 16)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checwrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)).position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 3)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 11)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 9)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 4)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 4)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:                  ^^^^^^^^^
+[rank8]:     raise CheckpointingException(_msg)
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 12)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 5)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank27]: Traceback (most recent call last): (RANK 10)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 5)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 13)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tenso2/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096))ng/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", linr loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 27)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_ce 605, in create_local_plan
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 14)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 6)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 12)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]: Traceback (most recent call last): (RANK 28)
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 15)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 13)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 29)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]: Traceback (most recent call last): (RANK 7)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_cunda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 16)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/ha tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 11)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 8)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 9)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 17)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in  tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 11)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]: Traceback (most recent call last): (RANK 12)
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 12)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 10)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 18)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 13)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 11)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.1se CheckpointingException(_msg)
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096 tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 11)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointie 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 13)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 22)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 6)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointie 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 6)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 23)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 12)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank4]:                  ^^^^^^^^^
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 13)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 7)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointi-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank15]: Traceback (most recent call last): (RANK 7)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 24)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 8)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in o.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 8)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[r2/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]: Traceback (most recent call last): (RANK 25)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 30)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in heckpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 14)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 12)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 13)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 26)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 31)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 15)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch fo])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 19)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+ng/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 14)
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 16)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_cunda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loadng/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 14)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 9)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 20)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 21)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 15)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 10)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatroe 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 16)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 15)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 6)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checwrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 16)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 11)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.1rs)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 6)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_plan = planner.create_local_plan()
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 9)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checwrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 7)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 10)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     raise CheckpointingException(_msg)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 9)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 7)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 8)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in sult = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)).position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 3)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 10)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 8)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 1)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/jrs)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 6)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank23]: Traceback (most recent call last): (RANK 4)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096))er.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]: Traceback (most recent call last): (RANK 17)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 2)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 5)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 18)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 7)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embeddingn/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", linkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 8)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 22)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 17)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 19)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rankpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/jheckpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 14)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank26]: Traceback (most recent call last): (RANK 23)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 17)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 15)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 24)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/siteng/strategies/torch.py", line 605, in create_local_plan
+[rank19]: Traceback (most recent call last): (RANK 18)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 16)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 14)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096 tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 11)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank14]: Traceback (most recent call last): (RANK 18)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_load2/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 40962/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 12)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 12)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank27]: Traceback (most recent call last): (RANK 15)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 12)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 16)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checwrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 13)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 13)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointie 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 13)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_cank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank24]: Traceback (most recent call last): (RANK 9)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 6)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_c tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 11)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 25)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 10)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 7)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 26)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank15]: Traceback (most recent call last): (RANK 12)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096))-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 8)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in ])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 19)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 13)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 27)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnheckpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 14)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointi])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 19)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 25)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 26)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 20)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 15)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 21)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank14]: Traceback (most recent call last): (RANK 20)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 16)
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch fokpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatrong/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 21)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_load2/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     raise CheckpointingException(_msg)
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 14)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatroheckpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 14)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 17)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank21]:     local_plan = planner.create_local_plan()
+[rank9]:     local_data = map_fun()
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 12)
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 18)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 15)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 15)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 13)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096 tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 11)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 16)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checwrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 16)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_cunda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:     local_plan = planner.create_local_plan()
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 9)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loadng/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 9)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 12)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank15]: Traceback (most recent call last): (RANK 14)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 13)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 15)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]: Traceback (most recent call last): (RANK 10)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointir loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 27)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 11)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.1unda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 10)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 9)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank28]: Traceback (most recent call last): (RANK 28)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096))n/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 29)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 22)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 16)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checn/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/har loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 27)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     raise CheckpointingException(_msg)
+[rank6]: Traceback (most recent call last): (RANK 10)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 23)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 22)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 11)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.1er.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 23)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 17)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]: Traceback (most recent call last): (RANK 28)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 24)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/sitekpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 29)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 24)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/sitekpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 18)
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hang/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 17)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_plan = planner.create_local_plan()
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]: Traceback (most recent call last): (RANK 14)
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 17)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 19)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[ranheckpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 18)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 14)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 15)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096 tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 11)
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 18)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096kpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 15)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 16)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/chec.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 3)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     local_plan = planner.create_local_plan()
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 12)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 17)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 16)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 13)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loadt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]: Traceback (most recent call last): (RANK 4)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointi-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 18)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 28)
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 5)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", lino.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank19]: Traceback (most recent call last): (RANK 25)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 29)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 30)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 25)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.Checkpoiner.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 31)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 26)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 17)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 26)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:                  ^^^^^^^^^
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 19)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch fo])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 19)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch fok8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 18)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank27]: Traceback (most recent call last): (RANK 20)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 20)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 20)
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 19)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 21)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[ranheckpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 14)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatro.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 3)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 21)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 21)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatrong/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 14)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     rai])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 19)
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 15)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]: Traceback (most recent call last): (RANK 4)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 16)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 5)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]: Traceback (most recent call last): (RANK 15)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 20)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_load2/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 16)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checr loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 27)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]: Traceback (most recent call last): (RANK 21)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatrowrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 12)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]: Traceback (most recent call last): (RANK 6)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 13)
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 7)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 28)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 9)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_c2/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 8)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in kpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 29)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 10)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hawrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096))wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 12)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 17)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 9)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 13)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 10)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 9)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 18)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_ck1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096e 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096))n/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 22)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 10)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 6)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096))er.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 20)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 7)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 23)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 17)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 21)
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 8)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 9)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]: Traceback (most recent call last): (RANK 24)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 11)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 18)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raier.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 19)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 17)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 10)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 12)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[ran])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 19)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096))n/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 18)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 13)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 20)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 22)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointikpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 19)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rantingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 30)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 21)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]: Traceback (most recent call last): (RANK 23)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 17)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatrose CheckpointingException(_msg)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 31)
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 24)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/sitekpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 22)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]: Traceback (most recent call last): (RANK 18)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 23)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+k0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096e 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 20)
+[rank30]: Traceback (most recent call last): (RANK 17)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]: Traceback (most recent call last): (RANK 6)
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 24)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 18)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     local_plan = planner.create_local_plan()
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 7)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[r tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 11)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 21)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096 tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 11)
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 12)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raier.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 8)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in o.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 17)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 12)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 13)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 30)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 18)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 13)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 31)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointin/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 22)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointi-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 19)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[ranheckpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+ tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 11)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 23)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank2]: Traceback (most recent call last): (RANK 14)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 25)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 24)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 26)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank22]: Traceback (most recent call last): (RANK 12)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 15)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 13)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 11)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 16)
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch fowrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointi-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 12)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loadheckpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank6]: Traceback (most recent call last): (RANK 14)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]: Traceback (most recent call last): (RANK 9)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 25)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 13)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 10)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointir loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 27)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 15)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 26)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 16)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096))ng/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 14)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch fong/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank14]: Traceback (most recent call last): (RANK 28)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loadse CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 22)
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 29)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 15)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]: Traceback (most recent call last): (RANK 14)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 16)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 15)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hak9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 23)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:     local_data = map_fun()
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 20)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 24)
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/chec])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 19)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 16)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/chec])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 19)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rk3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 20)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 21)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 20)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 21)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 20)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     rain/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 21)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 22)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 21)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatro tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 11)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatrowrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 23)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 12)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 22)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 9)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     raise CheckpointingException(_msg)
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 13)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 24)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/siteank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 23)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 10)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 25)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointikpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096))ng/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 26)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 24)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 17)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:     raise CheckpointingException(_msg)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rk7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 14)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank29]: Traceback (most recent call last): (RANK 18)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 15)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 27)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnng/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 20)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 14)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 21)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096r loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 27)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 16)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checr loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 27)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]: Traceback (most recent call last): (RANK 15)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     raier.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 17)
+[rank27]: Traceback (most recent call last): (RANK 28)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 29)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 28)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 16)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/chec-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     result = func(*args, **kwargs)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 18)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/han/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 29)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hakpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank12]: Traceback (most recent call last): (RANK 25)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 19)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]: Traceback (most recent call last): (RANK 22)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 26)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[raner.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 17)
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 23)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch fong/strategies/torch.py", line 605, in create_local_plan
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 17)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 18)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]: Traceback (most recent call last): (RANK 24)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/siteng/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 19)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]: Traceback (most recent call last): (RANK 14)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 18)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 14)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[ranank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 25)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 15)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096n/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank1]:                  ^^^^^^^^^
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 15)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 22)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 26)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank31]: Traceback (most recent call last): (RANK 16)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/chec])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 19)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 16)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 27)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank23]: Traceback (most recent call last): (RANK 23)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checo.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 30)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnse CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 22)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 20)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 24)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site tensor for key embedding.position_embeddings.weight
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 21)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank20]: Traceback (most recent call last): (RANK 11)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 31)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 23)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatro])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 19)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 12)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+r loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 27)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 24)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 25)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 20)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 13)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 28)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 21)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointikpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 29)
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 26)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatroo.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank22]: Traceback (most recent call last): (RANK 17)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/ha-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 27)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 30)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 18)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnse CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 22)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 31)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank15]: Traceback (most recent call last): (RANK 25)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096o.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 30)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 26)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 23)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     raise CheckpointingException(_msg)
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+o.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 30)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 31)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch fot/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 24)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rk2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 31)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 19)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 28)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 29)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 20)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 20)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 21)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.Checkpoino.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]: Traceback (most recent call last): (RANK 25)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 21)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 30)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raik6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 26)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatro-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch fokpoint/logger.py", line 87, in wrapper
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 31)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 20)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:     result = func(*args, **kwargs)
+[rank23]: Traceback (most recent call last): (RANK 25)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 26)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+r loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 27)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 21)
+[rank31]: Traceback (most recent call last): (RANK 17)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch fong/strategies/torch.py", line 605, in create_local_plan
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 18)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 14)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 28)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     rait/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 29)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096n/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 22)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 15)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 28)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 16)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hakpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 29)
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 23)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 17)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 24)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/chec])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 19)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.Checkpoinank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank29]:     local_data = map_fun()
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 20)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 18)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 25)
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/siter loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 27)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096o.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 28)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 21)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 30)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 26)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 29)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 22)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]: Traceback (most recent call last): (RANK 31)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 27)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/ha-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 23)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+kpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 28)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 25)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 17)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 26)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]: Traceback (most recent call last): (RANK 24)
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 29)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/siter loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 27)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 18)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.Checkpoinank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 27)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]: Traceback (most recent call last): (RANK 28)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096tingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 30)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 25)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 28)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 29)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 26)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:     result = func(*args, **kwargs)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 31)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 29)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hakpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 19)
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 27)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnse CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 22)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 17)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/han/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 22)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 18)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 20)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 23)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 23)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 21)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 24)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096n/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatro])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 19)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rse CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 22)
+[rank30]: Traceback (most recent call last): (RANK 24)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 22)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/siteo.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 30)
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 23)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 20)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 23)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 31)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     raise CheckpointingException(_msg)
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 21)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 24)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 24)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rtingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 30)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 19)
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 25)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 22)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 23)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 26)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 31)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch foo.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 24)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+t/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 20)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 30)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 28)
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 25)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 21)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank23]: Traceback (most recent call last): (RANK 31)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 29)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatroo.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 26)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 30)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 19)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch fon/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]: megatron.core.dist_checkpointing.core.Checkpoint/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 28)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 31)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 20)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 22)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 21)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 23)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 29)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.Checkpoinank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 25)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatro-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 24)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/siter loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 27)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 25)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 25)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 26)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 28)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch fon/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 26)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank6]: Traceback (most recent call last): (RANK 26)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 22)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 29)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 27)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mntingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 23)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 27)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hase CheckpointingException(_msg)
+[rank3]: Traceback (most recent call last): (RANK 30)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 22)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 31)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 24)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/siter loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 27)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 28)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 23)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank30]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 29)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+tingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 30)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:                  ^^^^^^^^^
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 24)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 31)
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 28)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/har loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 27)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank9]:     local_plan = planner.create_local_plan()
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 29)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[ro.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 30)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/ha-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 28)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 25)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 29)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 31)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+ank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 25)
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:                  ^^^^^^^^^
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 26)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 26)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch foo.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 30)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 25)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 31)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 27)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 30)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 26)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+n/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 22)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch foank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 28)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]: Traceback (most recent call last): (RANK 31)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+r loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 27)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 23)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 25)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 29)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 28)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 24)
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 30)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 29)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 26)
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 25)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 31)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 30)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 27)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnr loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 27)
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 31)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 26)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+tingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 30)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 28)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch foo.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 31)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 30)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 29)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+t/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 31)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hat/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 28)
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 28)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 29)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+r loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 27)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 29)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 30)
+[rank20]: Traceback (most recent call last): (RANK 28)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.Checkpoino.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 29)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 30)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 31)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 31)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank20]: Traceback (most recent call last): (RANK 30)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+tingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 30)
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 31)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 31)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([4096, 4096])) and expected ((12288, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank2]:[W621 21:28:20.183490390 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank4]:[W621 21:28:20.185453818 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank28]:[W621 21:28:20.664372786 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank3]:[W621 21:28:20.275698754 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank26]:[W621 21:28:20.676258194 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank1]:[W621 21:28:20.323610605 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank0]:[W621 21:28:20.324187315 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank5]:[W621 21:28:20.345415395 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank9]:[W621 21:28:20.233452818 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank21]:[W621 21:28:20.695070379 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank10]:[W621 21:28:20.245802430 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank25]:[W621 21:28:20.774216736 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank6]:[W621 21:28:20.379030516 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank22]:[W621 21:28:20.739121212 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank7]:[W621 21:28:20.428675440 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank13]:[W621 21:28:20.323497923 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank18]:[W621 21:28:20.779489923 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank12]:[W621 21:28:20.344886070 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank23]:[W621 21:28:20.798902864 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank8]:[W621 21:28:20.345024431 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank20]:[W621 21:28:20.807835205 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank11]:[W621 21:28:20.346210081 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank29]:[W621 21:28:20.885242274 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank14]:[W621 21:28:20.367316155 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank31]:[W621 21:28:20.898084879 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank15]:[W621 21:28:20.376991878 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank17]:[W621 21:28:20.837076033 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank24]:[W621 21:28:20.906757316 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank30]:[W621 21:28:20.908977993 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank16]:[W621 21:28:20.898854489 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank19]:[W621 21:28:20.900486970 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank27]:[W621 21:28:20.140551259 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+W0621 21:28:21.139000 164632 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 164704 closing signal SIGTERM
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+W0621 21:28:21.364000 3384577 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3384653 closing signal SIGTERM
+W0621 21:28:21.364000 3384577 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3384654 closing signal SIGTERM
+E0621 21:28:21.770000 164632 site-packages/torch/distributed/elastic/multiprocessing/api.py:874] failed (exitcode: 1) local_rank: 4 (pid: 164708) of binary: /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/python3
+Traceback (most recent call last):
+  File "<frozen runpy>", line 198, in _run_module_as_main
+  File "<frozen runpy>", line 88, in _run_code
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 207, in <module>
+    main()
+E0621 21:28:21.825000 2083398 site-packages/torch/distributed/elastic/multiprocessing/api.py:874] failed (exitcode: 1) local_rank: 2 (pid: 2083470) of binary: /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/python3
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+    return arg(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 203, in main
+    launch(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 188, in launch
+Traceback (most recent call last):
+  File "<frozen runpy>", line 198, in _run_module_as_main
+  File "<frozen runpy>", line 88, in _run_code
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 207, in <module>
+    run(args)
+    main()
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/run.py", line 883, in run
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+    elastic_launch(
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 139, in __call__
+    return arg(*args, **kwargs)
+    return launch_agent(self._config, self._entrypoint, list(args))
+           ^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 203, in main
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 270, in launch_agent
+    launch(args)
+    raise ChildFailedError(
+torch.distributed.elastic.multiprocessing.errors.ChildFailedError: 
+============================================================
+./pretrain_gpt_profile.py FAILED
+------------------------------------------------------------
+Failures:
+[1]:
+  time      : 2025-06-21_21:28:21
+  host      : fs-mbz-gpu-852
+  rank      : 5 (local_rank: 5)
+  exitcode  : 1 (pid: 164709)
+  error_file: <N/A>
+  traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
+------------------------------------------------------------
+Root Cause (first observed failure):
+[0]:
+  time      : 2025-06-21_21:28:21
+  host      : fs-mbz-gpu-852
+  rank      : 4 (local_rank: 4)
+  exitcode  : 1 (pid: 164708)
+  error_file: <N/A>
+  traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
+============================================================
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 188, in launch
+    run(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/run.py", line 883, in run
+E0621 21:28:21.866000 3453495 site-packages/torch/distributed/elastic/multiprocessing/api.py:874] failed (exitcode: 1) local_rank: 1 (pid: 3453566) of binary: /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/python3
+    elastic_launch(
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 139, in __call__
+    return launch_agent(self._config, self._entrypoint, list(args))
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 270, in launch_agent
+W0621 21:28:21.875000 3453495 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-870_3453495_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+    raise ChildFailedError(
+torch.distributed.elastic.multiprocessing.errors.ChildFailedError: 
+============================================================
+./pretrain_gpt_profile.py FAILED
+------------------------------------------------------------
+Failures:
+  <NO_OTHER_FAILURES>
+------------------------------------------------------------
+Root Cause (first observed failure):
+[0]:
+  time      : 2025-06-21_21:28:21
+  host      : fs-mbz-gpu-901
+  rank      : 26 (local_rank: 2)
+  exitcode  : 1 (pid: 2083470)
+  error_file: <N/A>
+  traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
+============================================================
+[W621 21:28:21.794153176 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-870]:60586, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14efd07785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14efb9a5aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x14efb9a5c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5babb3e (0x14efb9a5db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::doWait(c10::ArrayRef<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > >, std::chrono::duration<long, std::ratio<1l, 1000l> >) + 0x1a6 (0x14efb9a57ac6 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::TCPStore::doGet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0x33 (0x14efb9a57ea3 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #6: c10d::TCPStore::get(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0xab (0x14efb9a58f8b in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #7: <unknown function> + 0xc0f526 (0x14efc8d8b526 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #8: <unknown function> + 0x37f17d (0x14efc84fb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #26: <unknown function> + 0x29d90 (0x14efd1a7cd90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #27: __libc_start_main + 0x80 (0x14efd1a7ce40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+W0621 21:28:21.887000 3453495 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-870_3453495_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+[W621 21:28:21.805156636 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-870]:60586, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14efd07785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14efb9a5aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x14efb9a5c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5babb3e (0x14efb9a5db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::doWait(c10::ArrayRef<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > >, std::chrono::duration<long, std::ratio<1l, 1000l> >) + 0x1a6 (0x14efb9a57ac6 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::TCPStore::doGet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0x33 (0x14efb9a57ea3 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #6: c10d::TCPStore::get(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0xab (0x14efb9a58f8b in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #7: <unknown function> + 0xc0f526 (0x14efc8d8b526 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #8: <unknown function> + 0x37f17d (0x14efc84fb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #26: <unknown function> + 0x29d90 (0x14efd1a7cd90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #27: __libc_start_main + 0x80 (0x14efd1a7ce40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+W0621 21:28:21.899000 3453495 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-870_3453495_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+Traceback (most recent call last):
+  File "<frozen runpy>", line 198, in _run_module_as_main
+  File "<frozen runpy>", line 88, in _run_code
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 207, in <module>
+    main()
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+    return arg(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 203, in main
+    launch(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 188, in launch
+    run(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/run.py", line 883, in run
+    elastic_launch(
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 139, in __call__
+    return launch_agent(self._config, self._entrypoint, list(args))
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 270, in launch_agent
+    raise ChildFailedError(
+torch.distributed.elastic.multiprocessing.errors.ChildFailedError: 
+============================================================
+./pretrain_gpt_profile.py FAILED
+------------------------------------------------------------
+Failures:
+  <NO_OTHER_FAILURES>
+------------------------------------------------------------
+Root Cause (first observed failure):
+[0]:
+  time      : 2025-06-21_21:28:21
+  host      : fs-mbz-gpu-870
+  rank      : 9 (local_rank: 1)
+  exitcode  : 1 (pid: 3453566)
+  error_file: <N/A>
+  traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
+============================================================
++ set +x
++ set +x
+E0621 21:28:22.129000 3384577 site-packages/torch/distributed/elastic/multiprocessing/api.py:874] failed (exitcode: 1) local_rank: 0 (pid: 3384647) of binary: /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/python3
+W0621 21:28:22.138000 3384577 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-881_3384577_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+[W621 21:28:22.509758337 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-881]:52932, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x148efff785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x148ee925aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x148ee925c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5babb3e (0x148ee925db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::doWait(c10::ArrayRef<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > >, std::chrono::duration<long, std::ratio<1l, 1000l> >) + 0x1a6 (0x148ee9257ac6 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::TCPStore::doGet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0x33 (0x148ee9257ea3 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #6: c10d::TCPStore::get(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0xab (0x148ee9258f8b in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #7: <unknown function> + 0xc0f526 (0x148ef858b526 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #8: <unknown function> + 0x37f17d (0x148ef7cfb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #26: <unknown function> + 0x29d90 (0x148f01252d90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #27: __libc_start_main + 0x80 (0x148f01252e40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+W0621 21:28:22.150000 3384577 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-881_3384577_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+[W621 21:28:22.520613555 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-881]:52932, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x148efff785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x148ee925aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x148ee925c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5babb3e (0x148ee925db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::doWait(c10::ArrayRef<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > >, std::chrono::duration<long, std::ratio<1l, 1000l> >) + 0x1a6 (0x148ee9257ac6 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::TCPStore::doGet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0x33 (0x148ee9257ea3 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #6: c10d::TCPStore::get(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0xab (0x148ee9258f8b in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #7: <unknown function> + 0xc0f526 (0x148ef858b526 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #8: <unknown function> + 0x37f17d (0x148ef7cfb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #26: <unknown function> + 0x29d90 (0x148f01252d90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #27: __libc_start_main + 0x80 (0x148f01252e40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+W0621 21:28:22.160000 3384577 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-881_3384577_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+Traceback (most recent call last):
+  File "<frozen runpy>", line 198, in _run_module_as_main
+  File "<frozen runpy>", line 88, in _run_code
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 207, in <module>
+    main()
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+    return arg(*args, **kwargs)
++ set +x
+           ^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 203, in main
+    launch(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 188, in launch
+    run(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/run.py", line 883, in run
+    elastic_launch(
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 139, in __call__
+    return launch_agent(self._config, self._entrypoint, list(args))
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 270, in launch_agent
+    raise ChildFailedError(
+torch.distributed.elastic.multiprocessing.errors.ChildFailedError: 
+============================================================
+./pretrain_gpt_profile.py FAILED
+------------------------------------------------------------
+Failures:
+  <NO_OTHER_FAILURES>
+------------------------------------------------------------
+Root Cause (first observed failure):
+[0]:
+  time      : 2025-06-21_21:28:21
+  host      : fs-mbz-gpu-881
+  rank      : 16 (local_rank: 0)
+  exitcode  : 1 (pid: 3384647)
+  error_file: <N/A>
+  traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
+============================================================
++ set +x
++ for ctx_length in 1024 2048 4096 8192 12288 16384 24576 32768 40960 49152 65536 81920 98304 131072
++ export PROF_CTX_LENGTH=16384
++ PROF_CTX_LENGTH=16384
++ name='/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L16384*tp4.cp8.bs1.json'
++ '[' -f '/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L16384*tp4.cp8.bs1.json' ']'
++ echo 'Running ctx_length=16384, TP_SIZE=4, CP_SIZE=8, BATCH_SIZE=1'
++ srun bash ./attnserver.sh
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 3 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 16384 --max-position-embeddings 16384 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ which python3
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 1 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 16384 --max-position-embeddings 16384 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 0 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 16384 --max-position-embeddings 16384 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 2 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 16384 --max-position-embeddings 16384 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:28:26.387000 166537 site-packages/torch/distributed/run.py:766] 
+W0621 21:28:26.387000 166537 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:28:26.387000 166537 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:28:26.387000 166537 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:28:26.423000 2085247 site-packages/torch/distributed/run.py:766] 
+W0621 21:28:26.423000 2085247 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:28:26.423000 2085247 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:28:26.423000 2085247 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:28:26.447000 3386426 site-packages/torch/distributed/run.py:766] 
+W0621 21:28:26.447000 3386426 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:28:26.447000 3386426 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:28:26.447000 3386426 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:28:26.474000 3455328 site-packages/torch/distributed/run.py:766] 
+W0621 21:28:26.474000 3455328 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:28:26.474000 3455328 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:28:26.474000 3455328 site-packages/torch/distributed/run.py:766] *****************************************
+[rank2]:[W621 21:28:49.954533042 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 2]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank6]:[W621 21:28:49.955437663 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 6]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank30]:[W621 21:28:49.365208523 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 30]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank26]:[W621 21:28:49.365208369 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 26]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank10]:[W621 21:28:49.842955315 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 10]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank14]:[W621 21:28:49.844153244 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 14]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank22]:[W621 21:28:49.296956578 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 22]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank18]:[W621 21:28:49.296959242 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 18]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank1]:[W621 21:28:49.962474831 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 1]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank5]:[W621 21:28:49.963890762 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 5]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank29]:[W621 21:28:49.372956791 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 29]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank13]:[W621 21:28:49.850842807 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 13]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank17]:[W621 21:28:49.304501557 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 17]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank7]:[W621 21:28:49.965724234 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 7]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank25]:[W621 21:28:49.372991477 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 25]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank9]:[W621 21:28:49.851317571 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 9]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank21]:[W621 21:28:49.304823474 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 21]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank3]:[W621 21:28:49.965886723 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 3]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank27]:[W621 21:28:49.374496055 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 27]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank15]:[W621 21:28:49.853879632 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 15]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank19]:[W621 21:28:49.307056262 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 19]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank31]:[W621 21:28:49.375970930 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 31]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank11]:[W621 21:28:49.854758275 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 11]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank23]:[W621 21:28:49.307811189 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 23]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank4]:[W621 21:28:49.981376062 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 4]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank12]:[W621 21:28:49.868211872 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 12]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank28]:[W621 21:28:49.394990705 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 28]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank20]:[W621 21:28:49.345464718 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 20]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank8]:[W621 21:28:50.953832312 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 8]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank24]:[W621 21:28:50.478603020 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 24]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank16]:[W621 21:28:50.428814206 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 16]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank0]:[W621 21:28:50.123529637 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 0]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+[rank0]: Traceback (most recent call last):
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank0]:     pretrain(
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 879, in pretrain
+[rank0]:     save_checkpoint(
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 469, in save_checkpoint
+[rank0]:     async_save_request = dist_checkpointing.save(state_dict, checkpoint_name, save_strategy,
+[rank0]:                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 386, in save
+[rank0]:     common_strategy.save_common(state_dict, checkpoint_dir)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/common.py", line 48, in save_common
+[rank0]:     torch.save(common_state_dict, path)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/serialization.py", line 964, in save
+[rank0]:     with _open_zipfile_writer(f) as opened_zipfile:
+[rank0]:          ^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/serialization.py", line 828, in _open_zipfile_writer
+[rank0]:     return container(name_or_buffer)
+[rank0]:            ^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/serialization.py", line 792, in __init__
+[rank0]:     torch._C.PyTorchFileWriter(
+[rank0]: RuntimeError: Parent directory gpt-checkpoint/iter_0000010 does not exist.
+[rank0]:[W621 21:29:53.617051381 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+W0621 21:29:59.126000 166537 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 166610 closing signal SIGTERM
+W0621 21:29:59.129000 166537 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 166611 closing signal SIGTERM
+W0621 21:29:59.131000 166537 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 166612 closing signal SIGTERM
+W0621 21:29:59.133000 166537 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 166613 closing signal SIGTERM
+W0621 21:29:59.151000 166537 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 166614 closing signal SIGTERM
+W0621 21:29:59.154000 166537 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 166615 closing signal SIGTERM
+W0621 21:29:59.156000 166537 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 166616 closing signal SIGTERM
+E0621 21:30:00.956000 166537 site-packages/torch/distributed/elastic/multiprocessing/api.py:874] failed (exitcode: 1) local_rank: 0 (pid: 166609) of binary: /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/python3
+Traceback (most recent call last):
+  File "<frozen runpy>", line 198, in _run_module_as_main
+  File "<frozen runpy>", line 88, in _run_code
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 207, in <module>
+    main()
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+    return arg(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 203, in main
+    launch(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 188, in launch
+    run(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/run.py", line 883, in run
+    elastic_launch(
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 139, in __call__
+    return launch_agent(self._config, self._entrypoint, list(args))
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 270, in launch_agent
+    raise ChildFailedError(
+torch.distributed.elastic.multiprocessing.errors.ChildFailedError: 
+============================================================
+./pretrain_gpt_profile.py FAILED
+------------------------------------------------------------
+Failures:
+  <NO_OTHER_FAILURES>
+------------------------------------------------------------
+Root Cause (first observed failure):
+[0]:
+  time      : 2025-06-21_21:29:59
+  host      : fs-mbz-gpu-852
+  rank      : 0 (local_rank: 0)
+  exitcode  : 1 (pid: 166609)
+  error_file: <N/A>
+  traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
+============================================================
+[rank8]:[W621 21:30:01.066764902 TCPStore.cpp:125] [c10d] recvValue failed on SocketImpl(fd=75, addr=[fs-mbz-gpu-870]:50812, remote=[fs-mbz-gpu-852]:39865): failed to recv, got 0 bytes
+Exception raised from recvBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:678 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x15126cb785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x151255e5aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baae40 (0x151255e5ce40 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5bab74a (0x151255e5d74a in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::check(std::vector<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::allocator<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > > > const&) + 0x2a9 (0x151255e571a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::ProcessGroupNCCL::heartbeatMonitor() + 0x379 (0x1512130509a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cuda.so)
+frame #6: <unknown function> + 0xd3b6d (0x151203019b6d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/../lib/libstdc++.so.6)
+frame #7: <unknown function> + 0x94ac3 (0x15126df83ac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #8: <unknown function> + 0x126850 (0x15126e015850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+[rank8]:[W621 21:30:01.071168626 ProcessGroupNCCL.cpp:1659] [PG ID 0 PG GUID 0(default_pg) Rank 8] Failed to check the "should dump" flag on TCPStore, (maybe TCPStore server has shut down too early), with error: failed to recv, got 0 bytes
+[rank14]:[W621 21:30:01.066628982 TCPStore.cpp:125] [c10d] recvValue failed on SocketImpl(fd=95, addr=[fs-mbz-gpu-870]:50814, remote=[fs-mbz-gpu-852]:39865): failed to recv, got 0 bytes
+Exception raised from recvBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:678 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14c6dab785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14c6c3e5aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baae40 (0x14c6c3e5ce40 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5bab74a (0x14c6c3e5d74a in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::check(std::vector<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::allocator<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > > > const&) + 0x2a9 (0x14c6c3e571a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::ProcessGroupNCCL::heartbeatMonitor() + 0x379 (0x14c6810509a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cuda.so)
+frame #6: <unknown function> + 0xd3b6d (0x14c671019b6d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/../lib/libstdc++.so.6)
+frame #7: <unknown function> + 0x94ac3 (0x14c6dbf5fac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #8: <unknown function> + 0x126850 (0x14c6dbff1850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+[rank14]:[W621 21:30:01.071320162 ProcessGroupNCCL.cpp:1659] [PG ID 0 PG GUID 0(default_pg) Rank 14] Failed to check the "should dump" flag on TCPStore, (maybe TCPStore server has shut down too early), with error: failed to recv, got 0 bytes
++ set +x
+[rank23]:[W621 21:30:01.721887301 TCPStore.cpp:125] [c10d] recvValue failed on SocketImpl(fd=95, addr=[fs-mbz-gpu-881]:51252, remote=[fs-mbz-gpu-852]:39865): failed to recv, got 0 bytes
+Exception raised from recvBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:678 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14ebfc9785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14ebe585aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baae40 (0x14ebe585ce40 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5bab74a (0x14ebe585d74a in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::check(std::vector<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::allocator<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > > > const&) + 0x2a9 (0x14ebe58571a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::ProcessGroupNCCL::heartbeatMonitor() + 0x379 (0x14eba2a509a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cuda.so)
+frame #6: <unknown function> + 0xd3b6d (0x14ebfc4f1b6d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/../lib/libstdc++.so.6)
+frame #7: <unknown function> + 0x94ac3 (0x14ebfd9c9ac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #8: <unknown function> + 0x126850 (0x14ebfda5b850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+[rank21]:[W621 21:30:01.721889994 TCPStore.cpp:125] [c10d] recvValue failed on SocketImpl(fd=95, addr=[fs-mbz-gpu-881]:51220, remote=[fs-mbz-gpu-852]:39865): failed to recv, got 0 bytes
+Exception raised from recvBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:678 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14cb96b785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14cb7fe5aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baae40 (0x14cb7fe5ce40 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5bab74a (0x14cb7fe5d74a in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::check(std::vector<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::allocator<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > > > const&) + 0x2a9 (0x14cb7fe571a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::ProcessGroupNCCL::heartbeatMonitor() + 0x379 (0x14cb3d0509a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cuda.so)
+frame #6: <unknown function> + 0xd3b6d (0x14cb2d019b6d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/../lib/libstdc++.so.6)
+frame #7: <unknown function> + 0x94ac3 (0x14cb97f75ac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #8: <unknown function> + 0x126850 (0x14cb98007850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+[rank23]:[W621 21:30:01.726124516 ProcessGroupNCCL.cpp:1659] [PG ID 0 PG GUID 0(default_pg) Rank 23] Failed to check the "should dump" flag on TCPStore, (maybe TCPStore server has shut down too early), with error: failed to recv, got 0 bytes
+[rank21]:[W621 21:30:01.726151495 ProcessGroupNCCL.cpp:1659] [PG ID 0 PG GUID 0(default_pg) Rank 21] Failed to check the "should dump" flag on TCPStore, (maybe TCPStore server has shut down too early), with error: failed to recv, got 0 bytes
+[rank22]:[W621 21:30:01.723074182 TCPStore.cpp:125] [c10d] recvValue failed on SocketImpl(fd=95, addr=[fs-mbz-gpu-881]:51210, remote=[fs-mbz-gpu-852]:39865): failed to recv, got 0 bytes
+Exception raised from recvBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:678 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x147ca87785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x147c91a5aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baae40 (0x147c91a5ce40 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5bab74a (0x147c91a5d74a in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::check(std::vector<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::allocator<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > > > const&) + 0x2a9 (0x147c91a571a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::ProcessGroupNCCL::heartbeatMonitor() + 0x379 (0x147c4ec509a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cuda.so)
+frame #6: <unknown function> + 0xd3b6d (0x147c3ec19b6d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/../lib/libstdc++.so.6)
+frame #7: <unknown function> + 0x94ac3 (0x147ca9abeac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #8: <unknown function> + 0x126850 (0x147ca9b50850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+[rank22]:[W621 21:30:01.726893930 ProcessGroupNCCL.cpp:1659] [PG ID 0 PG GUID 0(default_pg) Rank 22] Failed to check the "should dump" flag on TCPStore, (maybe TCPStore server has shut down too early), with error: failed to recv, got 0 bytes
+[rank16]:[W621 21:30:01.774960388 TCPStore.cpp:125] [c10d] recvValue failed on SocketImpl(fd=75, addr=[fs-mbz-gpu-881]:51198, remote=[fs-mbz-gpu-852]:39865): failed to recv, got 0 bytes
+Exception raised from recvBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:678 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x15359df785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x15358725aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baae40 (0x15358725ce40 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5bab74a (0x15358725d74a in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::check(std::vector<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::allocator<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > > > const&) + 0x2a9 (0x1535872571a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::ProcessGroupNCCL::heartbeatMonitor() + 0x379 (0x1535444509a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cuda.so)
+frame #6: <unknown function> + 0xd3b6d (0x153534419b6d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/../lib/libstdc++.so.6)
+frame #7: <unknown function> + 0x94ac3 (0x15359f28fac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #8: <unknown function> + 0x126850 (0x15359f321850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+[rank16]:[W621 21:30:01.778826431 ProcessGroupNCCL.cpp:1659] [PG ID 0 PG GUID 0(default_pg) Rank 16] Failed to check the "should dump" flag on TCPStore, (maybe TCPStore server has shut down too early), with error: failed to recv, got 0 bytes
+[rank15]:[W621 21:30:01.378340410 TCPStore.cpp:125] [c10d] recvValue failed on SocketImpl(fd=95, addr=[fs-mbz-gpu-870]:50856, remote=[fs-mbz-gpu-852]:39865): failed to recv, got 0 bytes
+Exception raised from recvBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:678 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14fab11785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14fa9a05aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baae40 (0x14fa9a05ce40 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5bab74a (0x14fa9a05d74a in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::check(std::vector<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::allocator<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > > > const&) + 0x2a9 (0x14fa9a0571a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::ProcessGroupNCCL::heartbeatMonitor() + 0x379 (0x14fa572509a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cuda.so)
+frame #6: <unknown function> + 0xd3b6d (0x14fab0cf1b6d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/../lib/libstdc++.so.6)
+frame #7: <unknown function> + 0x94ac3 (0x14fab2235ac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #8: <unknown function> + 0x126850 (0x14fab22c7850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+[rank15]:[W621 21:30:01.382448755 ProcessGroupNCCL.cpp:1659] [PG ID 0 PG GUID 0(default_pg) Rank 15] Failed to check the "should dump" flag on TCPStore, (maybe TCPStore server has shut down too early), with error: failed to recv, got 0 bytes
+[rank12]:[W621 21:30:01.378638433 TCPStore.cpp:125] [c10d] recvValue failed on SocketImpl(fd=95, addr=[fs-mbz-gpu-870]:50836, remote=[fs-mbz-gpu-852]:39865): failed to recv, got 0 bytes
+Exception raised from recvBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:678 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14d3cc3785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14d3b565aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baae40 (0x14d3b565ce40 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5bab74a (0x14d3b565d74a in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::check(std::vector<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::allocator<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > > > const&) + 0x2a9 (0x14d3b56571a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::ProcessGroupNCCL::heartbeatMonitor() + 0x379 (0x14d3728509a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cuda.so)
+frame #6: <unknown function> + 0xd3b6d (0x14d362819b6d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/../lib/libstdc++.so.6)
+frame #7: <unknown function> + 0x94ac3 (0x14d3cd71cac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #8: <unknown function> + 0x126850 (0x14d3cd7ae850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+[rank12]:[W621 21:30:01.382624201 ProcessGroupNCCL.cpp:1659] [PG ID 0 PG GUID 0(default_pg) Rank 12] Failed to check the "should dump" flag on TCPStore, (maybe TCPStore server has shut down too early), with error: failed to recv, got 0 bytes
+[rank13]:[W621 21:30:01.378449596 TCPStore.cpp:125] [c10d] recvValue failed on SocketImpl(fd=95, addr=[fs-mbz-gpu-870]:50820, remote=[fs-mbz-gpu-852]:39865): failed to recv, got 0 bytes
+Exception raised from recvBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:678 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14ca83b785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14ca6ce5aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baae40 (0x14ca6ce5ce40 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5bab74a (0x14ca6ce5d74a in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::check(std::vector<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::allocator<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > > > const&) + 0x2a9 (0x14ca6ce571a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::ProcessGroupNCCL::heartbeatMonitor() + 0x379 (0x14ca2a0509a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cuda.so)
+frame #6: <unknown function> + 0xd3b6d (0x14ca1a019b6d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/../lib/libstdc++.so.6)
+frame #7: <unknown function> + 0x94ac3 (0x14ca84e92ac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #8: <unknown function> + 0x126850 (0x14ca84f24850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+[rank13]:[W621 21:30:01.383490751 ProcessGroupNCCL.cpp:1659] [PG ID 0 PG GUID 0(default_pg) Rank 13] Failed to check the "should dump" flag on TCPStore, (maybe TCPStore server has shut down too early), with error: failed to recv, got 0 bytes
+[rank10]:[W621 21:30:01.379143979 TCPStore.cpp:125] [c10d] recvValue failed on SocketImpl(fd=95, addr=[fs-mbz-gpu-870]:50824, remote=[fs-mbz-gpu-852]:39865): failed to recv, got 0 bytes
+Exception raised from recvBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:678 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x154d909785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x154d79c5aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baae40 (0x154d79c5ce40 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5bab74a (0x154d79c5d74a in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::check(std::vector<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::allocator<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > > > const&) + 0x2a9 (0x154d79c571a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::ProcessGroupNCCL::heartbeatMonitor() + 0x379 (0x154d36e509a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cuda.so)
+frame #6: <unknown function> + 0xd3b6d (0x154d26e19b6d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/../lib/libstdc++.so.6)
+frame #7: <unknown function> + 0x94ac3 (0x154d91c98ac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #8: <unknown function> + 0x126850 (0x154d91d2a850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+[rank10]:[W621 21:30:01.383633212 ProcessGroupNCCL.cpp:1659] [PG ID 0 PG GUID 0(default_pg) Rank 10] Failed to check the "should dump" flag on TCPStore, (maybe TCPStore server has shut down too early), with error: failed to recv, got 0 bytes
+[rank9]:[W621 21:30:01.380187706 TCPStore.cpp:125] [c10d] recvValue failed on SocketImpl(fd=95, addr=[fs-mbz-gpu-870]:50864, remote=[fs-mbz-gpu-852]:39865): failed to recv, got 0 bytes
+Exception raised from recvBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:678 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x1480d27785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x1480bb65aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baae40 (0x1480bb65ce40 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5bab74a (0x1480bb65d74a in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::check(std::vector<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::allocator<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > > > const&) + 0x2a9 (0x1480bb6571a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::ProcessGroupNCCL::heartbeatMonitor() + 0x379 (0x1480788509a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cuda.so)
+frame #6: <unknown function> + 0xd3b6d (0x1480d22f1b6d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/../lib/libstdc++.so.6)
+frame #7: <unknown function> + 0x94ac3 (0x1480d3842ac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #8: <unknown function> + 0x126850 (0x1480d38d4850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+[rank9]:[W621 21:30:01.383992215 ProcessGroupNCCL.cpp:1659] [PG ID 0 PG GUID 0(default_pg) Rank 9] Failed to check the "should dump" flag on TCPStore, (maybe TCPStore server has shut down too early), with error: failed to recv, got 0 bytes
+[rank11]:[W621 21:30:01.380436552 TCPStore.cpp:125] [c10d] recvValue failed on SocketImpl(fd=95, addr=[fs-mbz-gpu-870]:50840, remote=[fs-mbz-gpu-852]:39865): failed to recv, got 0 bytes
+Exception raised from recvBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:678 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x146e0ed785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x146df805aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baae40 (0x146df805ce40 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5bab74a (0x146df805d74a in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::check(std::vector<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::allocator<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > > > const&) + 0x2a9 (0x146df80571a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::ProcessGroupNCCL::heartbeatMonitor() + 0x379 (0x146db52509a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cuda.so)
+frame #6: <unknown function> + 0xd3b6d (0x146da5219b6d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/../lib/libstdc++.so.6)
+frame #7: <unknown function> + 0x94ac3 (0x146e10183ac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #8: <unknown function> + 0x126850 (0x146e10215850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+[rank11]:[W621 21:30:01.384327674 ProcessGroupNCCL.cpp:1659] [PG ID 0 PG GUID 0(default_pg) Rank 11] Failed to check the "should dump" flag on TCPStore, (maybe TCPStore server has shut down too early), with error: failed to recv, got 0 bytes
+[rank24]:[W621 21:30:01.025047418 TCPStore.cpp:125] [c10d] recvValue failed on SocketImpl(fd=75, addr=[fs-mbz-gpu-901]:58566, remote=[fs-mbz-gpu-852]:39865): failed to recv, got 0 bytes
+Exception raised from recvBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:678 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x151ee79785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x151ed085aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baae40 (0x151ed085ce40 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5bab74a (0x151ed085d74a in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::check(std::vector<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::allocator<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > > > const&) + 0x2a9 (0x151ed08571a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::ProcessGroupNCCL::heartbeatMonitor() + 0x379 (0x151e8da509a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cuda.so)
+frame #6: <unknown function> + 0xd3b6d (0x151ee74f1b6d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/../lib/libstdc++.so.6)
+frame #7: <unknown function> + 0x94ac3 (0x151ee8a06ac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #8: <unknown function> + 0x126850 (0x151ee8a98850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+[rank24]:[W621 21:30:01.029362418 ProcessGroupNCCL.cpp:1659] [PG ID 0 PG GUID 0(default_pg) Rank 24] Failed to check the "should dump" flag on TCPStore, (maybe TCPStore server has shut down too early), with error: failed to recv, got 0 bytes
+W0621 21:30:01.694000 2085247 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 2085317 closing signal SIGTERM
+W0621 21:30:01.699000 2085247 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 2085318 closing signal SIGTERM
+W0621 21:30:01.701000 2085247 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 2085319 closing signal SIGTERM
+W0621 21:30:01.703000 2085247 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 2085320 closing signal SIGTERM
+W0621 21:30:01.705000 2085247 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 2085321 closing signal SIGTERM
+W0621 21:30:01.708000 2085247 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 2085322 closing signal SIGTERM
+W0621 21:30:01.711000 2085247 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 2085323 closing signal SIGTERM
+W0621 21:30:01.732000 2085247 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 2085324 closing signal SIGTERM
+W0621 21:30:01.786000 3386426 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3386496 closing signal SIGTERM
+W0621 21:30:01.789000 3386426 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3386497 closing signal SIGTERM
+W0621 21:30:01.792000 3386426 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3386498 closing signal SIGTERM
+W0621 21:30:01.794000 3386426 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3386499 closing signal SIGTERM
+W0621 21:30:01.797000 3386426 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3386500 closing signal SIGTERM
+W0621 21:30:01.800000 3386426 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3386501 closing signal SIGTERM
+W0621 21:30:01.803000 3386426 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3386502 closing signal SIGTERM
+W0621 21:30:01.806000 3386426 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3386503 closing signal SIGTERM
+[W621 21:30:01.758271367 TCPStore.cpp:115] [c10d] recvVector failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-870]:49270, remote=[fs-mbz-gpu-852]:29500): failed to recv, got 0 bytes
+Exception raised from recvBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:678 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x15158d3785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x15157665aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa0d0 (0x15157665c0d0 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5baa81d (0x15157665c81d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: <unknown function> + 0x5bab4a9 (0x15157665d4a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::TCPStore::compareSet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&) + 0x1fb (0x1515766574cb in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #6: <unknown function> + 0xc0f919 (0x15158598b919 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #7: <unknown function> + 0x37f17d (0x1515850fb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #16: <unknown function> + 0x94ac3 (0x15158e73dac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #17: <unknown function> + 0x126850 (0x15158e7cf850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+W0621 21:30:01.846000 3455328 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1341] The node 'fs-mbz-gpu-870_3455328_0' has failed to send a keep-alive heartbeat to the rendezvous '343213' due to an error of type RendezvousConnectionError.
+[W621 21:30:01.774761933 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-870]:49270, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x15158d3785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x15157665aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x15157665c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5babb3e (0x15157665db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::compareSet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&) + 0x299 (0x151576657569 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: <unknown function> + 0xc0f919 (0x15158598b919 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #6: <unknown function> + 0x37f17d (0x1515850fb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #24: <unknown function> + 0x29d90 (0x15158e6d2d90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #25: __libc_start_main + 0x80 (0x15158e6d2e40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+W0621 21:30:01.869000 3455328 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3455397 closing signal SIGTERM
+W0621 21:30:01.873000 3455328 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3455398 closing signal SIGTERM
+W0621 21:30:01.876000 3455328 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3455399 closing signal SIGTERM
+W0621 21:30:01.878000 3455328 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3455400 closing signal SIGTERM
+W0621 21:30:01.881000 3455328 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3455401 closing signal SIGTERM
+W0621 21:30:01.904000 3455328 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3455402 closing signal SIGTERM
+W0621 21:30:01.907000 3455328 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3455403 closing signal SIGTERM
+W0621 21:30:01.914000 3455328 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3455404 closing signal SIGTERM
+[W621 21:30:02.025475946 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-901]:44556, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x1516acb785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x151695a5aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x151695a5c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5babb3e (0x151695a5db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::doWait(c10::ArrayRef<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > >, std::chrono::duration<long, std::ratio<1l, 1000l> >) + 0x1a6 (0x151695a57ac6 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::TCPStore::doGet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0x33 (0x151695a57ea3 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #6: c10d::TCPStore::get(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0xab (0x151695a58f8b in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #7: <unknown function> + 0xc0f526 (0x1516a4d8b526 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #8: <unknown function> + 0x37f17d (0x1516a44fb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #17: <unknown function> + 0x94ac3 (0x1516adc36ac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #18: <unknown function> + 0x126850 (0x1516adcc8850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+W0621 21:30:02.593000 2085247 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1341] The node 'fs-mbz-gpu-901_2085247_0' has failed to send a keep-alive heartbeat to the rendezvous '343213' due to an error of type RendezvousConnectionError.
+[W621 21:30:02.120564271 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-881]:57010, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14f17cf785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14f16625aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x14f16625c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5babb3e (0x14f16625db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::doWait(c10::ArrayRef<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > >, std::chrono::duration<long, std::ratio<1l, 1000l> >) + 0x1a6 (0x14f166257ac6 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::TCPStore::doGet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0x33 (0x14f166257ea3 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #6: c10d::TCPStore::get(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0xab (0x14f166258f8b in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #7: <unknown function> + 0xc0f526 (0x14f17558b526 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #8: <unknown function> + 0x37f17d (0x14f174cfb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #17: <unknown function> + 0x94ac3 (0x14f17e28dac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #18: <unknown function> + 0x126850 (0x14f17e31f850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+W0621 21:30:02.763000 3386426 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1341] The node 'fs-mbz-gpu-881_3386426_0' has failed to send a keep-alive heartbeat to the rendezvous '343213' due to an error of type RendezvousConnectionError.
+[W621 21:30:04.292822417 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-870]:49270, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x15158d3785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x15157665aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x15157665c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5babb3e (0x15157665db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::compareSet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&) + 0x299 (0x151576657569 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: <unknown function> + 0xc0f919 (0x15158598b919 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #6: <unknown function> + 0x37f17d (0x1515850fb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+[W621 21:30:04.814767413 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-901]:44556, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x1516acb785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x151695a5aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x151695a5c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #24: <unknown function> + 0x29d90 (0x15158e6d2d90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #25: __libc_start_main + 0x80 (0x15158e6d2e40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+frame #3: <unknown function> + 0x5babb3e (0x151695a5db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::doWait(c10::ArrayRef<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > >, std::chrono::duration<long, std::ratio<1l, 1000l> >) + 0x1a6 (0x151695a57ac6 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::TCPStore::doGet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0x33 (0x151695a57ea3 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #6: c10d::TCPStore::get(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0xab (0x151695a58f8b in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #7: <unknown function> + 0xc0f526 (0x1516a4d8b526 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #8: <unknown function> + 0x37f17d (0x1516a44fb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #26: <unknown function> + 0x29d90 (0x1516adbcbd90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #27: __libc_start_main + 0x80 (0x1516adbcbe40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+W0621 21:30:04.387000 3455328 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-870_3455328_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+W0621 21:30:04.389000 2085247 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-901_2085247_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+[W621 21:30:04.305867854 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-870]:49270, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x15158d3785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x15157665aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x15157665c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5babb3e (0x15157665db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::compareSet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&) + 0x299 (0x151576657569 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: <unknown function> + 0xc0f919 (0x15158598b919 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #6: <unknown function> + 0x37f17d (0x1515850fb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #24: <unknown function> + 0x29d90 (0x15158e6d2d90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #25: __libc_start_main + 0x80 (0x15158e6d2e40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+[W621 21:30:04.830049973 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-901]:44556, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x1516acb785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x151695a5aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x151695a5c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5babb3e (0x151695a5db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::doWait(c10::ArrayRef<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > >, std::chrono::duration<long, std::ratio<1l, 1000l> >) + 0x1a6 (0x151695a57ac6 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::TCPStore::doGet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0x33 (0x151695a57ea3 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #6: c10d::TCPStore::get(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0xab (0x151695a58f8b in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #7: <unknown function> + 0xc0f526 (0x1516a4d8b526 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #8: <unknown function> + 0x37f17d (0x1516a44fb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #26: <unknown function> + 0x29d90 (0x1516adbcbd90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #27: __libc_start_main + 0x80 (0x1516adbcbe40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+W0621 21:30:04.397000 3455328 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-870_3455328_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+Traceback (most recent call last):
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/rendezvous/c10d_rendezvous_backend.py", line 117, in _call_store
+    return getattr(self._store, store_op)(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+torch.distributed.DistNetworkError: Broken pipe
+
+The above exception was the direct cause of the following exception:
+
+Traceback (most recent call last):
+  File "<frozen runpy>", line 198, in _run_module_as_main
+  File "<frozen runpy>", line 88, in _run_code
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 207, in <module>
+    main()
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+    return arg(*args, **kwargs)
+W0621 21:30:04.401000 2085247 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-901_2085247_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+           ^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 203, in main
+Traceback (most recent call last):
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/rendezvous/c10d_rendezvous_backend.py", line 117, in _call_store
+    launch(args)
+    return getattr(self._store, store_op)(*args, **kwargs)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 188, in launch
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+torch.distributed.DistNetworkError: failed to recv, got 0 bytes
+
+    run(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/run.py", line 883, in run
+The above exception was the direct cause of the following exception:
+
+Traceback (most recent call last):
+    elastic_launch(
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 139, in __call__
+  File "<frozen runpy>", line 198, in _run_module_as_main
+  File "<frozen runpy>", line 88, in _run_code
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 207, in <module>
+    return launch_agent(self._config, self._entrypoint, list(args))
+    main()
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 261, in launch_agent
+    return arg(*args, **kwargs)
+    result = agent.run()
+           ^^^^^^^^^^^^^^^^^^^^
+             ^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/metrics/api.py", line 138, in wrapper
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 203, in main
+    result = f(*args, **kwargs)
+             ^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/agent/server/api.py", line 711, in run
+    launch(args)
+    result = self._invoke_run(role)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 188, in launch
+             ^^^^^^^^^^^^^^^^^^^^^^
+    run(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/run.py", line 883, in run
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/agent/server/api.py", line 906, in _invoke_run
+    elastic_launch(
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 139, in __call__
+    num_nodes_waiting = rdzv_handler.num_nodes_waiting()
+    return launch_agent(self._config, self._entrypoint, list(args))
+                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 261, in launch_agent
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py", line 1263, in num_nodes_waiting
+    result = agent.run()
+    self._state_holder.sync()
+             ^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/metrics/api.py", line 138, in wrapper
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py", line 423, in sync
+    result = f(*args, **kwargs)
+    set_response = self._backend.set_state(state_bits, self._token)
+             ^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/agent/server/api.py", line 711, in run
+                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/rendezvous/c10d_rendezvous_backend.py", line 100, in set_state
+    result = self._invoke_run(role)
+    base64_state: bytes = self._call_store(
+                          ^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/rendezvous/c10d_rendezvous_backend.py", line 119, in _call_store
+             ^^^^^^^^^^^^^^^^^^^^^^
+    raise RendezvousConnectionError(
+torch.distributed.elastic.rendezvous.api.RendezvousConnectionError: The connection to the C10d store has failed. See inner exception for details.
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/agent/server/api.py", line 906, in _invoke_run
+    num_nodes_waiting = rdzv_handler.num_nodes_waiting()
+                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py", line 1263, in num_nodes_waiting
+    self._state_holder.sync()
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py", line 437, in sync
+    get_response = self._backend.get_state()
+                   ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/rendezvous/c10d_rendezvous_backend.py", line 75, in get_state
+    base64_state: bytes = self._call_store("get", self._key)
+                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/rendezvous/c10d_rendezvous_backend.py", line 119, in _call_store
+    raise RendezvousConnectionError(
+torch.distributed.elastic.rendezvous.api.RendezvousConnectionError: The connection to the C10d store has failed. See inner exception for details.
+[W621 21:30:04.062081369 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-881]:57010, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14f17cf785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14f16625aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x14f16625c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5babb3e (0x14f16625db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::doWait(c10::ArrayRef<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > >, std::chrono::duration<long, std::ratio<1l, 1000l> >) + 0x1a6 (0x14f166257ac6 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::TCPStore::doGet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0x33 (0x14f166257ea3 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #6: c10d::TCPStore::get(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0xab (0x14f166258f8b in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #7: <unknown function> + 0xc0f526 (0x14f17558b526 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #8: <unknown function> + 0x37f17d (0x14f174cfb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #26: <unknown function> + 0x29d90 (0x14f17e222d90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #27: __libc_start_main + 0x80 (0x14f17e222e40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+W0621 21:30:04.704000 3386426 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-881_3386426_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+[W621 21:30:04.078244466 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-881]:57010, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14f17cf785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14f16625aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x14f16625c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5babb3e (0x14f16625db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::doWait(c10::ArrayRef<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > >, std::chrono::duration<long, std::ratio<1l, 1000l> >) + 0x1a6 (0x14f166257ac6 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::TCPStore::doGet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0x33 (0x14f166257ea3 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #6: c10d::TCPStore::get(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) + 0xab (0x14f166258f8b in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #7: <unknown function> + 0xc0f526 (0x14f17558b526 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #8: <unknown function> + 0x37f17d (0x14f174cfb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #26: <unknown function> + 0x29d90 (0x14f17e222d90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #27: __libc_start_main + 0x80 (0x14f17e222e40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+W0621 21:30:04.718000 3386426 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-881_3386426_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
++ set +x
+Traceback (most recent call last):
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/rendezvous/c10d_rendezvous_backend.py", line 117, in _call_store
+    return getattr(self._store, store_op)(*args, **kwargs)
++ set +x
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+torch.distributed.DistNetworkError: failed to recv, got 0 bytes
+
+The above exception was the direct cause of the following exception:
+
+Traceback (most recent call last):
+  File "<frozen runpy>", line 198, in _run_module_as_main
+  File "<frozen runpy>", line 88, in _run_code
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 207, in <module>
+    main()
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+    return arg(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 203, in main
+    launch(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 188, in launch
+    run(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/run.py", line 883, in run
+    elastic_launch(
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 139, in __call__
+    return launch_agent(self._config, self._entrypoint, list(args))
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 261, in launch_agent
+    result = agent.run()
+             ^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/metrics/api.py", line 138, in wrapper
+    result = f(*args, **kwargs)
+             ^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/agent/server/api.py", line 711, in run
+    result = self._invoke_run(role)
+             ^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/agent/server/api.py", line 906, in _invoke_run
+    num_nodes_waiting = rdzv_handler.num_nodes_waiting()
+                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py", line 1263, in num_nodes_waiting
+    self._state_holder.sync()
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py", line 437, in sync
+    get_response = self._backend.get_state()
+                   ^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/rendezvous/c10d_rendezvous_backend.py", line 75, in get_state
+    base64_state: bytes = self._call_store("get", self._key)
+                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/elastic/rendezvous/c10d_rendezvous_backend.py", line 119, in _call_store
+    raise RendezvousConnectionError(
+torch.distributed.elastic.rendezvous.api.RendezvousConnectionError: The connection to the C10d store has failed. See inner exception for details.
++ set +x
++ for ctx_length in 1024 2048 4096 8192 12288 16384 24576 32768 40960 49152 65536 81920 98304 131072
++ export PROF_CTX_LENGTH=24576
++ PROF_CTX_LENGTH=24576
++ name='/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L24576*tp4.cp8.bs1.json'
++ '[' -f '/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L24576*tp4.cp8.bs1.json' ']'
++ echo 'Running ctx_length=24576, TP_SIZE=4, CP_SIZE=8, BATCH_SIZE=1'
++ srun bash ./attnserver.sh
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 3 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 24576 --max-position-embeddings 24576 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 2 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 24576 --max-position-embeddings 24576 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 1 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 24576 --max-position-embeddings 24576 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 0 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 24576 --max-position-embeddings 24576 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:30:07.928000 169552 site-packages/torch/distributed/run.py:766] 
+W0621 21:30:07.928000 169552 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:30:07.928000 169552 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:30:07.928000 169552 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:30:07.927000 2088172 site-packages/torch/distributed/run.py:766] 
+W0621 21:30:07.927000 2088172 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:30:07.927000 2088172 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:30:07.927000 2088172 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:30:07.959000 3458403 site-packages/torch/distributed/run.py:766] 
+W0621 21:30:07.959000 3458403 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:30:07.959000 3458403 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:30:07.959000 3458403 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:30:07.988000 3389499 site-packages/torch/distributed/run.py:766] 
+W0621 21:30:07.988000 3389499 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:30:07.988000 3389499 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:30:07.988000 3389499 site-packages/torch/distributed/run.py:766] *****************************************
+[rank20]:[W621 21:30:30.559010367 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 20]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank2]:[W621 21:30:30.220529382 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 2]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank6]:[W621 21:30:30.220901916 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 6]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank4]:[W621 21:30:30.223314535 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 4]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank28]:[W621 21:30:30.635190800 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 28]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank30]:[W621 21:30:30.635613300 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 30]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank26]:[W621 21:30:30.635669245 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 26]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank27]:[W621 21:30:30.635679205 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 27]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank7]:[W621 21:30:30.227717209 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 7]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank31]:[W621 21:30:30.636227911 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 31]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank3]:[W621 21:30:30.229021228 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 3]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank29]:[W621 21:30:30.636392332 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 29]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank25]:[W621 21:30:30.637895067 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 25]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank1]:[W621 21:30:30.229945691 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 1]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank5]:[W621 21:30:30.229943611 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 5]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank21]:[W621 21:30:30.571913929 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 21]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank22]:[W621 21:30:30.572022987 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 22]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank18]:[W621 21:30:30.572063985 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 18]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank19]:[W621 21:30:30.572167185 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 19]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank23]:[W621 21:30:30.572171815 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 23]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank17]:[W621 21:30:30.572349455 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 17]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank12]:[W621 21:30:30.129121607 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 12]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank15]:[W621 21:30:30.129200936 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 15]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank10]:[W621 21:30:30.129209185 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 10]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank11]:[W621 21:30:30.129217791 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 11]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank14]:[W621 21:30:30.129217948 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 14]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank13]:[W621 21:30:30.129241187 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 13]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank9]:[W621 21:30:30.129352100 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 9]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank16]:[W621 21:30:30.663816090 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 16]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank24]:[W621 21:30:30.740741353 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 24]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank8]:[W621 21:30:30.244416426 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 8]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank0]:[W621 21:30:30.420635996 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 0]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py:915: FutureWarning: `load_state_dict` is deprecated and will be removed in future versions. Please use `load` instead.
+  checkpoint.load_state_dict(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/planner_helpers.py:406: FutureWarning: Please use DTensor instead and we are deprecating ShardedTensor.
+  device = getattr(value, "device", None)
+[rank30]: Traceback (most recent call last):
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank30]:     pretrain(
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank30]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank30]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank30]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank30]:                                                                 ^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank30]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank30]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank30]:     return _load_global_dist_base_checkpoint(
+[rank30]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank30]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank30]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank23]: Traceback (most recent call last):
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank23]:     pretrain(
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank23]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank23]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank23]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank23]:                                                                 ^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank23]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank2]: Traceback (most recent call last):
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank2]:     pretrain(
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank2]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank2]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank2]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank2]:                                                                 ^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank2]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank10]: Traceback (most recent call last):
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank10]:     pretrain(
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank10]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank10]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank10]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank10]:                                                                 ^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank10]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank30]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank30]:     checkpoint.load_state_dict(
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank30]:     return arg(*args, **kwargs)
+[rank30]:            ^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank30]:     return _load_state_dict(
+[rank30]:            ^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank23]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank23]:     return _load_global_dist_base_checkpoint(
+[rank23]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank23]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank23]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank2]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank2]:     return _load_global_dist_base_checkpoint(
+[rank2]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank2]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank2]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank10]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank10]:     return _load_global_dist_base_checkpoint(
+[rank10]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank10]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank10]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank30]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank30]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank30]:     raise result
+[rank30]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank30]: Traceback (most recent call last): (RANK 0)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank23]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank23]:     checkpoint.load_state_dict(
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank23]:     return arg(*args, **kwargs)
+[rank23]:            ^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank23]:     return _load_state_dict(
+[rank23]:            ^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank2]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank2]:     checkpoint.load_state_dict(
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank2]:     return arg(*args, **kwargs)
+[rank2]:            ^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank2]:     return _load_state_dict(
+[rank2]:            ^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank10]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank10]:     checkpoint.load_state_dict(
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank10]:     return arg(*args, **kwargs)
+[rank10]:            ^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank10]:     return _load_state_dict(
+[rank10]:            ^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank23]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank23]:     raise result
+[rank23]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank23]: Traceback (most recent call last): (RANK 0)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank2]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank2]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank2]:     raise result
+[rank2]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank2]: Traceback (most recent call last): (RANK 0)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank10]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank10]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank10]:     raise result
+[rank10]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank10]: Traceback (most recent call last): (RANK 0)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 1)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 2)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 1)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank2]: Traceback (most recent call last): (RANK 1)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 1)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 2)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 2)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 2)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank30]:     raise CheckpointingException(_msg)
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 3)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank23]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]:     raise CheckpointingException(_msg)
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 4)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 3)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank2]: Traceback (most recent call last): (RANK 3)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 3)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 4)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 4)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 4)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 5)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 6)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 5)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 5)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 5)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 6)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 6)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 7)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 6)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 7)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 7)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]: Traceback (most recent call last): (RANK 8)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 7)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]: Traceback (most recent call last): (RANK 8)
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 8)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank10]: Traceback (most recent call last): (RANK 8)
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 9)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 9)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 9)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 10)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank2]: Traceback (most recent call last): (RANK 9)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 10)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 10)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 10)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 11)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 11)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 11)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 12)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank2]: Traceback (most recent call last): (RANK 11)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 13)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 12)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 12)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 12)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 13)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 13)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 13)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 14)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 15)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 14)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 14)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 14)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 15)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 15)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank30]:     raise CheckpointingException(_msg)
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 15)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 16)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank23]:     raise CheckpointingException(_msg)
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 16)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank10]:     raise CheckpointingException(_msg)
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 17)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 16)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 16)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 17)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 17)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 18)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]: Traceback (most recent call last): (RANK 17)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 19)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 18)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 18)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 18)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 19)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 19)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 20)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 20)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]: Traceback (most recent call last): (RANK 19)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 20)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]: Traceback (most recent call last): (RANK 21)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 20)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]: Traceback (most recent call last): (RANK 21)
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank10]: Traceback (most recent call last): (RANK 21)
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 22)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 21)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 22)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 22)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 23)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 22)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 23)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 23)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 24)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 23)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 24)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 24)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 24)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 25)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 26)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 25)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 25)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 26)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank2]: Traceback (most recent call last): (RANK 25)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 26)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 26)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 27)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 28)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 27)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 27)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 28)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank2]: Traceback (most recent call last): (RANK 27)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 28)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank30]:     raise CheckpointingException(_msg)
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 28)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 29)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank23]:     raise CheckpointingException(_msg)
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank10]:     raise CheckpointingException(_msg)
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 30)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 29)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 29)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 29)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 30)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 30)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank30]: Traceback (most recent call last): (RANK 31)
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank30]:     local_data = map_fun()
+[rank30]:                  ^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank30]:     result = func(*args, **kwargs)
+[rank30]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 30)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     local_plan = planner.create_local_plan()
+[rank30]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank30]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank30]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank30]:     raise CheckpointingException(_msg)
+[rank30]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank28]: Traceback (most recent call last):
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank28]:     pretrain(
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank23]: Traceback (most recent call last): (RANK 31)
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank23]:     local_data = map_fun()
+[rank23]:                  ^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank23]:     result = func(*args, **kwargs)
+[rank23]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank10]: Traceback (most recent call last): (RANK 31)
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank10]:     local_data = map_fun()
+[rank10]:                  ^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank10]:     result = func(*args, **kwargs)
+[rank10]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank28]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank28]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank28]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank28]:                                                                 ^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank28]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank28]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:     local_plan = planner.create_local_plan()
+[rank23]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank23]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank23]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank23]:     raise CheckpointingException(_msg)
+[rank23]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank19]: Traceback (most recent call last):
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank19]:     pretrain(
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank2]: Traceback (most recent call last): (RANK 31)
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank2]:     local_data = map_fun()
+[rank2]:                  ^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank2]:     result = func(*args, **kwargs)
+[rank2]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank2]:     local_plan = planner.create_local_plan()
+[rank10]:     local_plan = planner.create_local_plan()
+[rank10]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank10]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank10]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank10]:     raise CheckpointingException(_msg)
+[rank10]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank8]: Traceback (most recent call last):
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank8]:     pretrain(
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank28]:     return _load_global_dist_base_checkpoint(
+[rank28]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank28]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank28]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank28]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank19]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank19]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank19]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank19]:                                                                 ^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank19]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank19]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank2]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank2]:     raise CheckpointingException(_msg)
+[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank0]: Traceback (most recent call last):
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank0]:     pretrain(
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank8]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank8]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank8]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank8]:                                                                 ^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank8]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank8]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank28]:     checkpoint.load_state_dict(
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank28]:     return arg(*args, **kwargs)
+[rank28]:            ^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank28]:     return _load_state_dict(
+[rank28]:            ^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank28]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank19]:     return _load_global_dist_base_checkpoint(
+[rank19]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank19]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank19]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank19]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank0]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank0]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank8]:     return _load_global_dist_base_checkpoint(
+[rank8]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank8]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank8]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank8]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank19]:     checkpoint.load_state_dict(
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank19]:     return arg(*args, **kwargs)
+[rank19]:            ^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank19]:     return _load_state_dict(
+[rank19]:            ^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank19]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank0]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank0]:                                                                 ^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank0]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank0]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank0]:     return _load_global_dist_base_checkpoint(
+[rank0]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank8]:     checkpoint.load_state_dict(
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank8]:     return arg(*args, **kwargs)
+[rank8]:            ^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank8]:     return _load_state_dict(
+[rank8]:            ^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank8]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank28]:     raise result
+[rank28]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank28]: Traceback (most recent call last): (RANK 0)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank0]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank0]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank0]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank0]:     checkpoint.load_state_dict(
+[rank8]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank19]:     raise result
+[rank19]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank19]: Traceback (most recent call last): (RANK 0)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank0]:     return arg(*args, **kwargs)
+[rank0]:            ^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank0]:     return _load_state_dict(
+[rank0]:            ^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank0]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank0]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank8]:     raise result
+[rank8]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank8]: Traceback (most recent call last): (RANK 0)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]: Traceback (most recent call last): (RANK 1)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank0]:     raise result
+[rank0]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank0]: Traceback (most recent call last): (RANK 0)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 1)
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 2)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]: Traceback (most recent call last): (RANK 1)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 2)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 1)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 2)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]: Traceback (most recent call last): (RANK 3)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 2)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 3)
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 4)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]: Traceback (most recent call last): (RANK 3)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 3)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 4)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:                  ^^^^^^^^^
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 4)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank28]: Traceback (most recent call last): (RANK 5)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 4)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 5)
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 6)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]: Traceback (most recent call last): (RANK 5)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 5)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 6)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 6)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 7)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank0]:     raise CheckpointingException(_msg)
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 7)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 6)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 7)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 8)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 7)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line[rank24]: Traceback (most recent call last):
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank24]:     pretrain(
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank24]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank24]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank24]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank24]:                                                                 ^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 8)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 8)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank24]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank24]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank24]:     return _load_global_dist_base_checkpoint(
+[rank24]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank24]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line[rank20]: Traceback (most recent call last):
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank20]:     pretrain(
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank20]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank20]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank20]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank20]:                                                                 ^^^^^^^^^^^^^^^^
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 8)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/minicond[rank1]: Traceback (most recent call last):
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank24]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank24]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank24]:     checkpoint.load_state_dict(
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank24]:     return arg(*args, **kwargs)
+[rank24]:            ^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank24]:     return _load_state_dict(
+[rank24]:            ^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank20]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank20]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank20]:     return _load_global_dist_base_checkpoint(
+[rank20]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank20]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank1]:     pretrain(
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 9)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank24]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank24]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank24]:     raise result
+[rank24]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank24]: Traceback (most recent call last): (RANK 0)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank20]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank20]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank20]:     checkpoint.load_state_dict(
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank20]:     return arg(*args, **kwargs)
+[rank20]:            ^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank20]:     return _load_state_dict(
+[rank20]:            ^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank1]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank1]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank1]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank1]:                                                                 ^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank1]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank1]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 10)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     re[rank26]: Traceback (most recent call last):
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank26]:     pretrain(
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank26]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank26]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank20]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank20]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank20]:     raise result
+[rank20]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank20]: Traceback (most recent call last): (RANK 0)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank1]:     return _load_global_dist_base_checkpoint(
+[rank1]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank1]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank1]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank1]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank26]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank26]:                                                                 ^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank26]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank26]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank26]:     return _load_global_dist_base_checkpoint(
+[rank26]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     re[rank17]: Traceback (most recent call last):
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank17]:     pretrain(
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank17]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank17]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank1]:     checkpoint.load_state_dict(
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank1]:     return arg(*args, **kwargs)
+[rank1]:            ^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank1]:     return _load_state_dict(
+[rank1]:            ^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank1]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank26]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank26]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank26]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank26]:     checkpoint.load_state_dict(
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank17]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank17]:                                                                 ^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank17]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank17]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank17]:     return _load_global_dist_base_checkpoint(
+[rank17]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank1]:     raise result
+[rank1]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank1]: Traceback (most recent call last): (RANK 0)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]: Traceback (most recent call last): (RANK 11)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/li[rank15]: Traceback (most recent call last):
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank15]:     pretrain(
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank15]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank15]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank15]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank15]:                                                                 ^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank26]:     return arg(*args, **kwargs)
+[rank26]:            ^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank26]:     return _load_state_dict(
+[rank26]:            ^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank17]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank17]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank17]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank17]:     checkpoint.load_state_dict(
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:    [rank7]: Traceback (most recent call last):
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank7]:     pretrain(
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank15]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank15]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank15]:     return _load_global_dist_base_checkpoint(
+[rank15]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank15]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank26]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank26]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank26]:     raise result
+[rank26]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank26]: Traceback (most recent call last): (RANK 0)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank17]:     return arg(*args, **kwargs)
+[rank17]:            ^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank17]:     return _load_state_dict(
+[rank17]:            ^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank7]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank7]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank7]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank7]:                                                                 ^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank7]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank7]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank15]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank15]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank15]:     checkpoint.load_state_dict(
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank15]:     return arg(*args, **kwargs)
+[rank15]:            ^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank15]:     return _load_state_dict(
+[rank15]:            ^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     re 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank17]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank17]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank17]:     raise result
+[rank17]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank17]: Traceback (most recent call last): (RANK 0)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank7]:     return _load_global_dist_base_checkpoint(
+[rank7]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank7]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank7]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank7]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank15]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank15]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank15]:     raise result
+[rank15]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank15]: Traceback (most recent call last): (RANK 0)
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 9)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     re[rank16]: Traceback (most recent call last):
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank16]:     pretrain(
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank16]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank16]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank7]:     checkpoint.load_state_dict(
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank7]:     return arg(*args, **kwargs)
+[rank7]:            ^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank7]:     return _load_state_dict(
+[rank7]:            ^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank7]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     re[rank9]: Traceback (most recent call last):
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank9]:     pretrain(
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank9]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank9]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank16]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank16]:                                                                 ^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank16]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank16]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank16]:     return _load_global_dist_base_checkpoint(
+[rank16]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank7]:     raise result
+[rank7]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank7]: Traceback (most recent call last): (RANK 0)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank9]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank9]:                                                                 ^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank9]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank9]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank9]:     return _load_global_dist_base_checkpoint(
+[rank9]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 10)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank16]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank16]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank16]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank16]:     checkpoint.load_state_dict(
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:    [rank3]: Traceback (most recent call last):
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank3]:     pretrain(
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank9]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank9]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank9]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank9]:     checkpoint.load_state_dict(
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank16]:     return arg(*args, **kwargs)
+[rank16]:            ^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank16]:     return _load_state_dict(
+[rank16]:            ^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank3]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank3]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank3]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank3]:                                                                 ^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank3]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank3]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank9]:     return arg(*args, **kwargs)
+[rank9]:            ^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank9]:     return _load_state_dict(
+[rank9]:            ^^^^^^^^^^^^^^^^^
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24[rank27]: Traceback (most recent call last):
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank27]:     pretrain(
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank27]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank27]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank16]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank16]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank16]:     raise result
+[rank16]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank16]: Traceback (most recent call last): (RANK 0)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank3]:     return _load_global_dist_base_checkpoint(
+[rank3]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank3]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank3]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank3]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank9]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank9]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank9]:     raise result
+[rank9]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank9]: Traceback (most recent call last): (RANK 0)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank27]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank27]:                                                                 ^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank27]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank27]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank27]:     return _load_global_dist_base_checkpoint(
+[rank27]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     re 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank3]:     checkpoint.load_state_dict(
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank3]:     return arg(*args, **kwargs)
+[rank3]:            ^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank3]:     return _load_state_dict(
+[rank3]:            ^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank3]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:    [rank13]: Traceback (most recent call last):
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank13]:     pretrain(
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank13]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank13]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank27]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank27]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank27]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank27]:     checkpoint.load_state_dict(
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 9)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank3]:     raise result
+[rank3]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank3]: Traceback (most recent call last): (RANK 0)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank13]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank13]:                                                                 ^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank13]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank13]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank13]:     return _load_global_dist_base_checkpoint(
+[rank13]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank27]:     return arg(*args, **kwargs)
+[rank27]:            ^^^^^^^^^^^^^^^^^^^^
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:    [rank4]: Traceback (most recent call last):
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank4]:     pretrain(
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank13]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank13]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank13]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank13]:     checkpoint.load_state_dict(
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank27]:     return _load_state_dict(
+[rank27]:            ^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank27]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank27]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank27]:     raise result
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 10)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank4]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank4]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank4]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank4]:                                                                 ^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank4]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank4]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank13]:     return arg(*args, **kwargs)
+[rank13]:            ^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank13]:     return _load_state_dict(
+[rank27]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank27]: Traceback (most recent call last): (RANK 0)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     re[rank25]: Traceback (most recent call last):
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank25]:     pretrain(
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank4]:     return _load_global_dist_base_checkpoint(
+[rank4]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank4]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank4]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank4]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:            ^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank13]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank13]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank13]:     raise result
+[rank13]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank13]: Traceback (most recent call last): (RANK 0)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank25]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank25]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank25]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank25]:                                                                 ^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank25]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank25]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24[rank22]: Traceback (most recent call last):
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank22]:     pretrain(
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank22]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank22]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank4]:     checkpoint.load_state_dict(
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank4]:     return arg(*args, **kwargs)
+[rank4]:            ^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank4]:     return _load_state_dict(
+[rank4]:            ^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank4]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     reb/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank25]:     return _load_global_dist_base_checkpoint(
+[rank25]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank25]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank25]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank25]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank22]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank22]:                                                                 ^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank22]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank22]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank22]:     return _load_global_dist_base_checkpoint(
+[rank22]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank4]:     raise result
+[rank4]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank4]: Traceback (most recent call last): (RANK 0)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 12)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank25]:     checkpoint.load_state_dict(
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank25]:     return arg(*args, **kwargs)
+[rank25]:            ^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank22]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank22]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank22]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank22]:     checkpoint.load_state_dict(
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:    a/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank25]:     return _load_state_dict(
+[rank25]:            ^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank25]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank25]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank25]:     raise result
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank22]:     return arg(*args, **kwargs)
+[rank22]:            ^^^^^^^^^^^^^^^^^^^^
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 9)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank25]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank25]: Traceback (most recent call last): (RANK 0)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank22]:     return _load_state_dict(
+[rank22]:            ^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank22]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank22]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank22]:     raise result
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 13)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 1)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank22]: Traceback (most recent call last): (RANK 0)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     re[rank21]: Traceback (most recent call last):
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank21]:     pretrain(
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 10)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatrosult = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank21]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank21]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank21]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank21]:                                                                 ^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank21]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank21]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 11)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/li[rank6]: Traceback (most recent call last):
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 1)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank21]:     return _load_global_dist_base_checkpoint(
+[rank21]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank21]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank21]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank21]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 2)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank21]:     checkpoint.load_state_dict(
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank21]:     return arg(*args, **kwargs)
+[rank21]:            ^^^^^^^^^^^^^^^^^^^^
+[rank6]:     pretrain(
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank6]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank6]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank6]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank6]:                                                                 ^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank6]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank6]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank15]: Traceback (most recent call last): (RANK 2)
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embeddsult = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank21]:     return _load_state_dict(
+[rank21]:            ^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank21]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank21]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank21]:     raise result
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank6]:     return _load_global_dist_base_checkpoint(
+[rank6]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank6]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank6]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank6]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 1)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank21]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank21]: Traceback (most recent call last): (RANK 0)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     re[rank18]: Traceback (most recent call last):
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank18]:     pretrain(
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank6]:     checkpoint.load_state_dict(
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank6]:     return arg(*args, **kwargs)
+[rank6]:            ^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank6]:     return _load_state_dict(
+[rank6]:            ^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank6]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedd[rank12]: Traceback (most recent call last):
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank12]:     pretrain(
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank12]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank12]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank18]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank18]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank18]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank18]:                                                                 ^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank18]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank18]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank6]:     raise result
+[rank6]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank6]: Traceback (most recent call last): (RANK 0)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank12]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank12]:                                                                 ^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank12]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank12]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank12]:     return _load_global_dist_base_checkpoint(
+[rank12]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:     raise CheckpointingException(_msg)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank18]:     return _load_global_dist_base_checkpoint(
+[rank18]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank18]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank18]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank18]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:    [rank5]: Traceback (most recent call last):
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank12]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank12]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank12]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank12]:     checkpoint.load_state_dict(
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 2)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank18]:     checkpoint.load_state_dict(
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank18]:     return arg(*args, **kwargs)
+[rank18]:            ^^^^^^^^^^^^^^^^^^^^
+[rank5]:     pretrain(
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank5]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank5]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank5]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank5]:                                                                 ^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank5]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank5]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank12]:     return arg(*args, **kwargs)
+[rank12]:            ^^^^^^^^^^^^^^^^^^^^
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embeddsult = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank18]:     return _load_state_dict(
+[rank18]:            ^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank18]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank18]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank18]:     raise result
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank5]:     return _load_global_dist_base_checkpoint(
+[rank5]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank5]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank5]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank5]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank12]:     return _load_state_dict(
+[rank12]:            ^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank12]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank12]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank12]:     raise result
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 1)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank18]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank18]: Traceback (most recent call last): (RANK 0)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank5]:     checkpoint.load_state_dict(
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank5]:     return arg(*args, **kwargs)
+[rank5]:            ^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank5]:     return _load_state_dict(
+[rank5]:            ^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank5]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank12]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank12]: Traceback (most recent call last): (RANK 0)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 1)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank5]:     raise result
+[rank5]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank5]: Traceback (most recent call last): (RANK 0)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 1)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     raise CheckpointingException(_msg)
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 2)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 1)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embeddsult = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 2)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 2)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 1)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedd576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 11)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 2)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embeddn/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 14)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank25]:     raise CheckpointingException(_msg)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 12)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK          ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 15)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 2)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 1)
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 3)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 13)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dissult = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 2)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 16)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpointsult = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 4)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 5)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK          ^^^^^^^^^^^^^^^^^^^^^
+[rank12]: Traceback (most recent call last): (RANK 1)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py"ing.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 3)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 1)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 1)
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 2)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 4)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 2)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 3)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 2)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 5)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 3)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK          ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 4)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py"576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 11)
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 1)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 4)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 5)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 12)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 2)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py"ing.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 3)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 5)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py"sult = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 3)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 4)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]: Traceback (most recent call last): (RANK 13)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dis[rank31]: Traceback (most recent call last):
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 1)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank31]:     pretrain(
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank31]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank31]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank31]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank31]:                                                                 ^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank31]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 4)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 5)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank31]:     return _load_global_dist_base_checkpoint(
+[rank31]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank31]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank31]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 2)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 5)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 6)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank31]:     checkpoint.load_state_dict(
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank31]:     return arg(*args, **kwargs)
+[rank31]:            ^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank31]:     return _load_state_dict(
+[rank31]:            ^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank31]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 3)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank31]:     raise result
+[rank31]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank31]: Traceback (most recent call last): (RANK 0)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_b/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]: Traceback (most recent call last): (RANK 7)
+[rank31]:     re[rank29]: Traceback (most recent call last):
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank29]:     pretrain(
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank29]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank29]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank29]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank29]:                                                                 ^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 4)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 12)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank29]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank29]:     return _load_global_dist_base_checkpoint(
+[rank29]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank29]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 8)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank29]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank29]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 5)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 13)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank29]:     checkpoint.load_state_dict(
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank29]:     return arg(*args, **kwargs)
+[rank29]:            ^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank29]:     return _load_state_dict(
+[rank29]:            ^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank29]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]: Traceback (most recent call last): (RANK 17)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank29]:     raise result
+[rank29]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank29]: Traceback (most recent call last): (RANK 0)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 6)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 14)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank29]:     ret_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 14)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 18)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank20]: Traceback (most recent call last): (RANK 7)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 15)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 19)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in ing.position_embeddings.weight
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 15)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 16)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank15]: Traceback (most recent call last): (RANK 3)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 16)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 8)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", linesult = func(*args, **kwargs)
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 4)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/sult = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 1)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank18]: Traceback (most recent call last): (RANK 1)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]: Traceback (most recent call last): (RANK 17)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 2)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 18)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]: Traceback (most recent call last): (RANK 5)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py"          ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 2)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 1)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embeddt_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 14)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embeddsult = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]: Traceback (most recent call last): (RANK 19)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 1)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 20)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 2)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 15)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 2)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 16)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 21)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank9]: Traceback (most recent call last): (RANKreduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/, line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 6)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 20)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 3)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 22)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 4)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 7)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 21)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:                  ^^^^^^^^^
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 8)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 23)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_sh 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 5)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 9)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 24)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 9)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py"ing.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 3)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 10)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 4)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planne          ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 10)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank31]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 1)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 17)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 2)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24 3)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 5)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 4)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py"ing.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 3)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 4)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank19]: Traceback (most recent call last): (RANK 18)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 3)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 5)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torc 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 4)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_apes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 22)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 9)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 5)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 5)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 23)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 6)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 24)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]: Traceback (most recent call last): (RANK 10)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_ 3)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planne576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 11)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 7)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24sult = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 4)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 8)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 1)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 12)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line, line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 6)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 5)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 13)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/distensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]: Traceback (most recent call last): (RANK 2)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_ 3)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 6)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 7)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 3)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 4)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 8)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 7)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line, line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 6)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 5)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]: Traceback (most recent call last): (RANK 4)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 8)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/minicond, line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 5)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_          ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 6)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 7)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py"576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 11)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 1)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 8)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 2)
+[rank12]: Traceback (most recent call last): (RANK 7)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", lineing.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 3)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 12)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 8)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", liner.create_local_plan()
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 4)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 13)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 25)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dis576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 11)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANKtensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 6)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 5)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]:     raise CheckpointingException(_msg)
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 7)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 26)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank24]: Traceback (most recent call last): (RANK 6)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 12)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 8)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 27)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 13)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank8]:                  ^^^ 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 7)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dising.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 3)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/minicondtensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 6)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 9)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 10)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank24]: Traceback (most recent call last): (RANK 8)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 4)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 7)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 9)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 5)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 8)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py"t_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 28)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 14)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/minicondr.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 29)
+[rank31]: Traceback (most recent call last): (RANK 10)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 25)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24, line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 15)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 26)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.distt_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 14)
+[rank29]: Traceback (most recent call last): (RANK 6)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 7)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 16)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/t_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:     raise CheckpointingException(_msg)
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 15)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 14)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 27)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 6)
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 8)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 16)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/a/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 9)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 15)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 7)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 9)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 16)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/, line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 8)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 10)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 10)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 6)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 11)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 9)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 11)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/li_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 30)
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 7)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank31]:     raise CheckpointingException(_msg)
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 10)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 12)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 8)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", linedistributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank8]: Traceback (most recent call last): (RANK 31)
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank8]:     local_data = map_fun()
+[rank8]:                  ^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank8]:     result = func(*args, **kwargs)
+[rank8]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 13)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 11)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/li^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank8]:     local_plan = planner.create_local_plan()
+[rank8]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank8]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank8]:     raise CheckpointingException(_msg)
+[rank8]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dis 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]: Traceback (most recent call last): (RANK 17)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 28)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 9)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]: Traceback (most recent call last): (RANK 17)
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 29)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 18)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 10)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist 3)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torc576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 11)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 18)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]: Traceback (most recent call last): (RANK 11)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torcdistributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 4)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 12)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 12)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 5)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 13)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 17)
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 13)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_b/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dish.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 19)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 14)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 18)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torc 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 12)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 20)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank31]: Traceback (most recent call last): (RANK 15)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 13)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 16)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]: Traceback (most recent call last): (RANK 9)
+[rank3]:                  ^^^^^^^^^
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 21)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatroa/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junt_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 14)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 10)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 9)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank28]: Traceback (most recent call last): (RANK 17)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 15)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 18)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24, line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 6)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 10)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 16)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torc576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/da/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 22)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]: Traceback (most recent call last): (RANK 11)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 11)
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 12)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]: Traceback (most recent call last): (RANK 7)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/li_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 30)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 23)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 8)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank0]: Traceback (most recent call last): (RANK 31)
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 13)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", lineh.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 19)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_data = map_fun()
+[rank0]:                  ^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank0]:     result = func(*args, **kwargs)
+[rank0]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank0]:     local_plan = planner.create_local_plan()
+[rank0]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank0]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]: Traceback (most recent call last): (RANK 24)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnsedistributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/disdistributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank0]:     raise CheckpointingException(_msg)
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 20)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 6)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 17)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 17)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 18)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 18)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 21)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 7)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junh.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 19)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 8)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torcrver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torc 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:                  ^^^^^^^^^
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:     raise CheckpointingException(_msg)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 20)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/minicond 3)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 25)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 9)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 4)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 10)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 21)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]: Traceback (most recent call last): (RANK 26)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/juning.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 3)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 5)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingExceptionh.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 19)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24t_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 14)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 4)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:     local_data = map_fun()
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_a/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 5)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 9)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]: Traceback (most recent call last): (RANK 20)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 15)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py"h.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 19)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 10)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 21)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 16)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junb/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/h.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 19)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 20)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 11)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/litensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 6)
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 12)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 20)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 21)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 7)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 13)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 21)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]: Traceback (most recent call last): (RANK 22)
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatro: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 27)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/jun576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 11)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 8)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 23)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 12)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 9)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 28)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 24)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnse576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 11)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 29)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 13)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 10)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1da/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/disdistributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 22)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]: Traceback (most recent call last): (RANK 12)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 11)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 23)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 17)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 13)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dis 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 12)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 24)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnsen/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 18)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 13)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank9]: Traceback (most recent call last): (RANK 14)
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torc 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 9)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 15)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 9)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 10)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank7]: Traceback (most recent call last): (RANK 14)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24rver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 15)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 16)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpointrver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]: Traceback (most recent call last): (RANK 10)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24t_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 25)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 25)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 14)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank7]: Traceback (most recent call last): (RANK 16)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpointn/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 26)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 14)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 26)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 15)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingExceptionda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 15)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 22)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 16)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/h.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 19)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 23)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 17)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]: Traceback (most recent call last): (RANK 16)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpointb/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 24)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnse, line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 18)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank29]: Traceback (most recent call last): (RANK 20)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 6)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 12)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 19)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in [rank14]: Traceback (most recent call last):
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 21)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 7)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank14]:     pretrain(
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junh.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 19)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 13)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank14]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank14]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank14]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank14]:                                                                 ^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank14]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank14]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:     result = func(*args, **kwargs)
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 8)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 27)
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank14]:     return _load_global_dist_base_checkpoint(
+[rank14]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank14]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank14]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank14]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatroa/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank14]:     checkpoint.load_state_dict(
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank14]:     return arg(*args, **kwargs)
+[rank14]:            ^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank14]:     return _load_state_dict(
+[rank14]:            ^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank14]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank28]: Traceback (most recent call last): (RANK 20)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 28)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 9)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank14]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank14]:     raise result
+[rank14]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank14]: Traceback (most recent call last): (RANK 0)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 21)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank14]:     re[rank11]: Traceback (most recent call last):
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in <module>
+[rank11]:     pretrain(
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/jun576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 11)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 29)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 10)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 805, in pretrain
+[rank11]:     model, optimizer, opt_param_scheduler = setup_model_and_optimizer(
+[rank11]:                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/training.py", line 1283, in setup_model_and_optimizer
+[rank11]:     args.iteration, args.num_floating_point_operations_so_far = load_checkpoint(
+[rank11]:                                                                 ^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 1374, in load_checkpoint
+[rank11]:     state_dict, checkpoint_name, release, ckpt_type = _load_base_checkpoint(
+[rank11]:                                                       ^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2rver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 974, in _load_base_checkpoint
+[rank11]:     return _load_global_dist_base_checkpoint(
+[rank11]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/training/checkpointing.py", line 870, in _load_global_dist_base_checkpoint
+[rank11]:     state_dict = dist_checkpointing.load(sharded_state_dict, checkpoint_name, load_strategy, strict=args.dist_ckpt_strictness)
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/serialization.py", line 148, in load
+[rank11]:     loaded_state_dict = sharded_strategy.load(sharded_state_dict, checkpoint_dir)
+[rank11]:                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]: Traceback (most recent call last): (RANK 12)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 11)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/litensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 915, in load
+[rank11]:     checkpoint.load_state_dict(
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+[rank11]:     return arg(*args, **kwargs)
+[rank11]:            ^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 41, in load_state_dict
+[rank11]:     return _load_state_dict(
+[rank11]:            ^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 234, in _load_state_dict
+[rank11]:     central_plan: LoadPlan = distW.reduce_scatter("plan", local_step, global_step)
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 13)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]: Traceback (most recent call last): (RANK 25)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 6)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 219, in reduce_scatter
+[rank11]:     raise result
+[rank11]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31])
+[rank11]: Traceback (most recent call last): (RANK 0)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 26)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 7)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     rereduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 14)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 15)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 20)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 8)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/minicondb/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 21)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 16)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/da/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]: Traceback (most recent call last): (RANK 9)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 10)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 12)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_sh3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 30)
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 22)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 13)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 23)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]:                  ^^^^^^^^^
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank13]: Traceback (most recent call last): (RANK 31)
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank13]:     local_data = map_fun()
+[rank13]:                  ^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]: Traceback (most recent call last): (RANK 11)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatro/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank13]:     result = func(*args, **kwargs)
+[rank13]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank13]:     local_plan = planner.create_local_plan()
+[rank13]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank13]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank13]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank13]:     raise CheckpointingException(_msg)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 24)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnseda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 12)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 17)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank13]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+sult = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 22)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 13)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 18)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]: Traceback (most recent call last): (RANK 1)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 23)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/disda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 22)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 19)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in /state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 24)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnset_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 17)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 2)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 23)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 14)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 24)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 18)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedd: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 27)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 15)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnse576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 11)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 19)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in n/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank12]: Traceback (most recent call last): (RANK 28)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 16)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/da/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 12)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 14)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 29)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 15)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 22)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1sult = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]:     raise CheckpointingException(_msg)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 1)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]: Traceback (most recent call last): (RANK 23)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 16)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpointb/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 24)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 13)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]: Traceback (most recent call last): (RANK 2)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:     local_plan = planner.create_local_plan()
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 12)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 14)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 13)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embeddapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 22)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank31]: Traceback (most recent call last): (RANK 25)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 26)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 15)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 23)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingExceptiondistributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 16)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatroa/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 24)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:     local_data = map_fun()
+[rank6]: Traceback (most recent call last): (RANK 9)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 30)
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 10)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planneing.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 3)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]: Traceback (most recent call last): (RANK 17)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 18)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank22]: Traceback (most recent call last): (RANK 31)
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank22]:     local_data = map_fun()
+[rank22]:                  ^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 11)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lin/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 4)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torcdistributed/checkpoint/logger.py", line 87, in wrapper
+[rank22]:     result = func(*args, **kwargs)
+[rank22]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank22]:     local_plan = planner.create_local_plan()
+[rank22]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank22]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank22]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank22]:     raise CheckpointingException(_msg)
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 14)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 5)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank22]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+rver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 15)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py"2]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank25]: Traceback (most recent call last): (RANK 17)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]: Traceback (most recent call last): (RANK 25)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 30)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 18)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 26)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 16)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpointreduce_scatter
+[rank7]:     local_data = map_fun()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:     raise CheckpointingException(_msg)
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank12]: Traceback (most recent call last): (RANK 31)
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]:     local_data = map_fun()
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingExceptiondistributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank12]:                  ^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank12]:     result = func(*args, **kwargs)
+[rank12]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     local_plan = planner.create_local_plan()
+[rank12]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank12]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank12]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torc: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 20)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank12]:     raise CheckpointingException(_msg)
+[rank31]: Traceback (most recent call last): (RANK 27)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 21)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank12]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+ing.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 3)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 28)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]: Traceback (most recent call last): (RANK 17)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     local_data = map_fun()
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 4)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 18)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shreduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 29)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 5)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3h.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torc: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 20)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]: Traceback (most recent call last): (RANK 19)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]: Traceback (most recent call last): (RANK 27)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 21)
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py"r.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 20)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 28)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank9]: Traceback (most recent call last): (RANK 25)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 26)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 21)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 29)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_sh/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/jundistributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1t_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]: Traceback (most recent call last): (RANK 17)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 27)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 14)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 18)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^, line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 6)
+[rank24]: Traceback (most recent call last): (RANK 17)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 18)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 15)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 19)
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 7)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 16)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in n/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 14)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 19)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 8)
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 20)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/h.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 19)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 15)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line, line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 6)
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 20)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 21)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 16)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 7)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 22)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 21)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpointb/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 12)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 8)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 23)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/jun9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 30)
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 13)
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 9)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]: Traceback (most recent call last): (RANK 24)
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: Traceback (most recent call last): (RANK 31)
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank19]:     local_data = map_fun()
+[rank19]:                  ^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnseh.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 19)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:     result = func(*args, **kwargs)
+[rank19]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank19]:     local_plan = planner.create_local_plan()
+[rank19]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank19]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank19]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank19]:     raise CheckpointingException(_msg)
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatro/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 10)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank19]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]: Traceback (most recent call last): (RANK 17)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]: Traceback (most recent call last): (RANK 20)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 18)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 11)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 21)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]: Traceback (most recent call last): (RANK 17)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 18)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 19)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 12)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junrver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in apes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 22)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 13)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 25)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torcda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 23)
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 22)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dis, line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 26)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 6)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 23)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 24)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 7)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingExceptionrver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 24)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planneapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 22)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 25)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnseh.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]:     raise CheckpointingException(_msg)
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank17]: Traceback (most recent call last): (RANK 19)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]: Traceback (most recent call last): (RANK 23)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 8)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 26)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 20)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 9)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 24)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingExceptionda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 21)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = plannereduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 10)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]: Traceback (most recent call last): (RANK 22)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 20)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 11)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 23)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:   File "/mnt/weka/home/hao.zhang/jun: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 27)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 28)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 21)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 12)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 24)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnse1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 29)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_sh/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank15]: Traceback (most recent call last): (RANK 13)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 30)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank20]:     local_plan = planner.create_local_plan()
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 17)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank31]:     raise CheckpointingException(_msg)
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank31]: Traceback (most recent call last): (RANK 31)
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank31]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2da/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 22)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 18)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 14)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:                  ^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank31]:     result = func(*args, **kwargs)
+[rank31]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank31]:     local_plan = planner.create_local_plan()
+[rank31]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank31]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank31]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank31]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 23)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 15)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank31]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 27)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 24)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank5]: Traceback (most recent call last): (RANK 19)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in n/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 14)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 16)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/t_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]: Traceback (most recent call last): (RANK 28)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnse0]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 30)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 15)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 14)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 29)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank20]: Traceback (most recent call last): (RANK 31)
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank20]:     local_data = map_fun()
+[rank20]:                  ^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank20]:     result = func(*args, **kwargs)
+[rank20]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 16)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 15)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2rver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     local_plan = planner.create_local_plan()
+[rank20]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank20]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank20]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank20]:     raise CheckpointingException(_msg)
+[rank20]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+rver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpointreduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 25)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 20)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 16)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank17]: Traceback (most recent call last): (RANK 25)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 26)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 26)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 17)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingExceptiont_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 21)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 18)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingExceptionrver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shr.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 25)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 14)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 25)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torc^^^^^^
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 26)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 26)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank21]: Traceback (most recent call last): (RANK 15)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:                  ^^^^^^^^^
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 28)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 16)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 29)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 27)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/rver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 27)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^r.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:                  ^^^^^^^^^
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 25)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 28)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank18]: Traceback (most recent call last): (RANK 25)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 26)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]: megatron.core.distdistributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 29)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 26)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 17)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 18)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 27)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 27)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^apes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 22)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:                  ^^^^^^^^^
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 28)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 27)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torc 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 29)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 28)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 23)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 9)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 10)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank2: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 27)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 29)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 24)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:                  ^^^^^^^^^
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1sult = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = plannereduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 28)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 1)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 20)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24h.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 19)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 29)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 2)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 20)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank16]:     raise CheckpointingException(_msg)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 21)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 30)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedd: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 27)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_sh/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 21)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank26]:     raise CheckpointingException(_msg)
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank26]: Traceback (most recent call last): (RANK 31)
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank26]:     local_data = map_fun()
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 17)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/jun_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 30)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:                  ^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank26]:     result = func(*args, **kwargs)
+[rank26]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank26]:     local_plan = planner.create_local_plan()
+[rank26]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank26]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]: Traceback (most recent call last): (RANK 28)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]: Traceback (most recent call last): (RANK 31)
+[rank26]:     raise CheckpointingException(_msg)
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 29)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 18)
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank9]:     local_data = map_fun()
+[rank9]:                  ^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank9]:     result = func(*args, **kwargs)
+[rank9]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank9]:     local_plan = planner.create_local_plan()
+[rank9]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank26]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 30)
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank9]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 19)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in apes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank9]:     raise CheckpointingException(_msg)
+[rank9]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+h.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 19)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank24]: Traceback (most recent call last): (RANK 31)
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank24]:     local_data = map_fun()
+[rank24]:                  ^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 17)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]: Traceback (most recent call last): (RANK 22)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank24]:     result = func(*args, **kwargs)
+[rank24]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank24]:     local_plan = planner.create_local_plan()
+[rank24]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank24]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank24]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank24]:     raise CheckpointingException(_msg)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 23)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 20)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank24]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank21]: Traceback (most recent call last): (RANK 18)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 21)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 30)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 24)
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torc8]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planne^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/jun576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 11)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]: Traceback (most recent call last): (RANK 31)
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank28]:     local_data = map_fun()
+[rank28]:                  ^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank28]:     result = func(*args, **kwargs)
+[rank28]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank28]:     local_plan = planner.create_local_plan()
+[rank18]: Traceback (most recent call last): (RANK 30)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 28)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank28]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank28]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank28]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank28]:     raise CheckpointingException(_msg)
+[rank28]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+, line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank18]: Traceback (most recent call last): (RANK 31)
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank18]:     local_data = map_fun()
+[rank18]:                  ^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]: Traceback (most recent call last): (RANK 12)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank18]:     result = func(*args, **kwargs)
+[rank18]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank18]:     local_plan = planner.create_local_plan()
+[rank18]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank18]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank18]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank18]:     raise CheckpointingException(_msg)
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 13)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 6)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank18]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 29)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/disda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 7)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+h.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 19)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 22)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 20)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 23)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 8)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", lineda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank3]: Traceback (most recent call last): (RANK 28)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 22)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 21)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:     raise CheckpointingException(_msg)
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 29)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 24)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnseda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 22)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.distr.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 22)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 25)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 23)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 23)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]: Traceback (most recent call last): (RANK 23)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 24)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 26)
+[rank14]:     raise CheckpointingException(_msg)
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 24)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnse 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 24)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnset_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnse7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 30)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 27)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^apes
+[rank5]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 14)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank27]: Traceback (most recent call last): (RANK 9)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 22)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 15)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 10)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank17]: Traceback (most recent call last): (RANK 31)
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank17]:     local_data = map_fun()
+[rank17]:                  ^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank17]:     result = func(*args, **kwargs)
+[rank17]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 23)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank17]:     local_plan = planner.create_local_plan()
+[rank17]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank17]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank17]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank17]:     raise CheckpointingException(_msg)
+[rank17]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+rver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank11]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24rver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 16)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/rver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank21]: Traceback (most recent call last): (RANK 25)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]: Traceback (most recent call last): (RANK 24)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = plannereduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 25)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 25)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 26)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 26)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingExceptioning.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 3)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 20)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 26)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     raise CheckpointingException(_msg)
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 4)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 21)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingExceptionrver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 27)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shr.create_local_plan()
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 25)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 28)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 5)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 25)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 26)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 29)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 6)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     raise CheckpointingException(_msg)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 30)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 26)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingExceptiondistributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 7)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 27)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 17)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank25]: Traceback (most recent call last): (RANK 31)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank25]:     local_data = map_fun()
+[rank25]:                  ^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank25]:     result = func(*args, **kwargs)
+[rank25]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 8)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank1]:                  ^^^_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 30)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank7]:                  ^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank25]:     local_plan = planner.create_local_plan()
+[rank25]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank25]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank25]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank25]:     raise CheckpointingException(_msg)
+[rank25]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank16]:                  ^^^^^^^^^
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]: Traceback (most recent call last): (RANK 31)
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank7]:     local_data = map_fun()
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 18)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+9]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 27)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 30)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank7]:     result = func(*args, **kwargs)
+[rank7]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank7]:     local_plan = planner.create_local_plan()
+[rank7]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank7]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank7]:     raise CheckpointingException(_msg)
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torc: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 27)
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank21]: Traceback (most recent call last): (RANK 28)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 30)
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank29]: Traceback (most recent call last): (RANK 31)
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank29]:     local_data = map_fun()
+[rank29]:                  ^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:     result = func(*args, **kwargs)
+[rank29]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank29]:     local_plan = planner.create_local_plan()
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 29)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]: Traceback (most recent call last): (RANK 31)
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 28)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank29]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank29]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank29]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank29]:     raise CheckpointingException(_msg)
+[rank29]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 11)
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank3]:     local_data = map_fun()
+[rank3]:                  ^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank3]:     result = func(*args, **kwargs)
+[rank3]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank3]:     local_plan = planner.create_local_plan()
+[rank3]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank3]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 29)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank21]: Traceback (most recent call last): (RANK 30)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank3]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank3]:     raise CheckpointingException(_msg)
+[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 27)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 12)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank21]: Traceback (most recent call last): (RANK 31)
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank21]:     local_data = map_fun()
+[rank21]:                  ^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 28)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 13)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank21]:     result = func(*args, **kwargs)
+[rank21]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank21]:     local_plan = planner.create_local_plan()
+[rank21]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank21]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank21]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]:     raise CheckpointingException(_msg)
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 28)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank21]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+ 87, in wrapper
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 14)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 29)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 29)
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 15)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 9)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1h.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 19)
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 10)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.distr.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 16)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 25)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]:     raise CheckpointingException(_msg)
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 26)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank27]: Traceback (most recent call last): (RANK 17)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 11)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 18)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 12)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank5]:     raise CheckpointingException(_msg)
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 20)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 27)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^apes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 22)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 13)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 21)
+[rank27]: Traceback (most recent call last): (RANK 19)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 14)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 23)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/jun5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 20)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 24)
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 30)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 15)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 21)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planne^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank15]: Traceback (most recent call last): (RANK 31)
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank15]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank15]:     result = func(*args, **kwargs)
+[rank15]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank15]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]: Traceback (most recent call last): (RANK 16)
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 28)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank15]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 22)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank15]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank15]:     raise CheckpointingException(_msg)
+[rank15]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 17)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 29)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 30)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 23)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank1]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank14]: Traceback (most recent call last): (RANK 31)
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank14]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 24)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 18)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 30)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank14]:                  ^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank14]:     result = func(*args, **kwargs)
+[rank14]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]:     local_plan = planner.create_local_plan()
+[rank14]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank14]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank14]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:                  ^^^^^^^^^
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank14]:     raise CheckpointingException(_msg)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 19)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank4]: Traceback (most recent call last): (RANK 31)
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank4]:     local_data = map_fun()
+[rank4]:                  ^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank4]:     result = func(*args, **kwargs)
+[rank4]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank14]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+da/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 22)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 25)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank4]:     local_plan = planner.create_local_plan()
+[rank4]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank4]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank4]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank4]:     raise CheckpointingException(_msg)
+[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 26)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 20)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 23)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 21)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 28)
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 27)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 24)
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 28)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 29)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 22)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.distr.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 25)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 29)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 23)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 25)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 26)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank27]: Traceback (most recent call last): (RANK 30)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     raise CheckpointingException(_msg)
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank27]: Traceback (most recent call last): (RANK 31)
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank27]:     local_data = map_fun()
+[rank27]:                  ^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 24)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 26)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 27)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank27]:     result = func(*args, **kwargs)
+[rank27]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank27]:     local_plan = planner.create_local_plan()
+[rank27]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank27]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank27]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank27]:     raise CheckpointingException(_msg)
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 25)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 27)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank27]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:                  ^^^_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 28)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 26)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]: Traceback (most recent call last): (RANK 30)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 29)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank1]: Traceback (most recent call last): (RANK 31)
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]:     local_data = map_fun()
+[rank1]:                  ^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank1]:     result = func(*args, **kwargs)
+[rank1]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank1]:     local_plan = planner.create_local_plan()
+[rank1]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank1]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank1]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank1]:     raise CheckpointingException(_msg)
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 27)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 30)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 30)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank11]:     raise CheckpointingException(_msg)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank11]: Traceback (most recent call last): (RANK 31)
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank11]:     local_data = map_fun()
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 28)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]: Traceback (most recent call last): (RANK 31)
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank5]:     local_data = map_fun()
+[rank5]:                  ^^^^^^^^^
+[rank11]:                  ^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank11]:     result = func(*args, **kwargs)
+[rank11]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank11]:     local_plan = planner.create_local_plan()
+[rank11]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank11]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank5]:     result = func(*args, **kwargs)
+[rank5]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank5]:     local_plan = planner.create_local_plan()
+[rank5]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank5]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank5]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank5]:     raise CheckpointingException(_msg)
+[rank11]:     raise CheckpointingException(_msg)
+[rank16]: Traceback (most recent call last): (RANK 29)
+[rank5]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank11]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 28)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 30)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 29)
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank16]: Traceback (most recent call last): (RANK 31)
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank16]:     local_data = map_fun()
+[rank16]:                  ^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:     result = func(*args, **kwargs)
+[rank16]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank16]:     local_plan = planner.create_local_plan()
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 30)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank16]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank16]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank16]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank16]:     raise CheckpointingException(_msg)
+[rank16]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+[rank6]: Traceback (most recent call last): (RANK 31)
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/utils.py", line 192, in reduce_scatter
+[rank6]:     local_data = map_fun()
+[rank6]:                  ^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/logger.py", line 87, in wrapper
+[rank6]:     result = func(*args, **kwargs)
+[rank6]:              ^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py", line 223, in local_step
+[rank6]:     local_plan = planner.create_local_plan()
+[rank6]:                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 605, in create_local_plan
+[rank6]:     self._validate_global_shapes(self.metadata, self.shapes_validation_sharded_tensors)
+[rank6]:   File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/dist_checkpointing/strategies/torch.py", line 576, in _validate_global_shapes
+[rank6]:     raise CheckpointingException(_msg)
+[rank6]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([40960, 4096])) and expected ((24576, 4096)) tensor for key embedding.position_embeddings.weight
+
+[rank2]:[W621 21:30:42.172563952 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank3]:[W621 21:30:42.195470955 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank7]:[W621 21:30:42.212430194 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank4]:[W621 21:30:42.220406140 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank0]:[W621 21:30:42.232847584 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank1]:[W621 21:30:42.274078808 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank15]:[W621 21:30:42.159798352 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank11]:[W621 21:30:42.159931614 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank5]:[W621 21:30:42.344071402 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank25]:[W621 21:30:42.763568454 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank16]:[W621 21:30:42.702105861 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank10]:[W621 21:30:42.246812909 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank29]:[W621 21:30:42.763744956 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank21]:[W621 21:30:42.705498468 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank20]:[W621 21:30:42.711904733 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank6]:[W621 21:30:42.380387733 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank31]:[W621 21:30:42.792791189 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank22]:[W621 21:30:42.730050109 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank12]:[W621 21:30:42.279332097 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank18]:[W621 21:30:42.740180821 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank24]:[W621 21:30:42.810717899 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank30]:[W621 21:30:42.828950660 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank26]:[W621 21:30:42.839087050 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank28]:[W621 21:30:42.840942391 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank23]:[W621 21:30:42.774679830 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank27]:[W621 21:30:42.843249453 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank19]:[W621 21:30:42.795125504 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank17]:[W621 21:30:42.806133723 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank14]:[W621 21:30:42.398313792 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank8]:[W621 21:30:42.450710499 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank13]:[W621 21:30:42.454294073 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+[rank9]:[W621 21:30:42.696110509 ProcessGroupNCCL.cpp:1476] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
+W0621 21:30:43.048000 169552 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 169684 closing signal SIGTERM
+W0621 21:30:43.050000 169552 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 169685 closing signal SIGTERM
+W0621 21:30:43.050000 169552 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 169686 closing signal SIGTERM
+W0621 21:30:43.050000 169552 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 169688 closing signal SIGTERM
+W0621 21:30:43.050000 169552 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 169689 closing signal SIGTERM
+W0621 21:30:43.051000 169552 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 169690 closing signal SIGTERM
+W0621 21:30:43.466000 2088172 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 2088301 closing signal SIGTERM
+W0621 21:30:43.469000 2088172 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 2088303 closing signal SIGTERM
+W0621 21:30:43.469000 2088172 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 2088304 closing signal SIGTERM
+W0621 21:30:43.470000 2088172 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 2088305 closing signal SIGTERM
+W0621 21:30:43.471000 2088172 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 2088306 closing signal SIGTERM
+W0621 21:30:43.471000 2088172 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 2088307 closing signal SIGTERM
+W0621 21:30:43.472000 2088172 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 2088308 closing signal SIGTERM
+W0621 21:30:43.502000 3389499 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3389631 closing signal SIGTERM
+W0621 21:30:43.503000 3389499 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3389632 closing signal SIGTERM
+W0621 21:30:43.503000 3389499 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3389633 closing signal SIGTERM
+W0621 21:30:43.503000 3389499 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3389634 closing signal SIGTERM
+W0621 21:30:43.504000 3389499 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3389635 closing signal SIGTERM
+W0621 21:30:43.504000 3389499 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3389636 closing signal SIGTERM
+W0621 21:30:43.504000 3389499 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3389637 closing signal SIGTERM
+W0621 21:30:43.586000 3458403 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3458608 closing signal SIGTERM
+W0621 21:30:43.587000 3458403 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3458609 closing signal SIGTERM
+W0621 21:30:43.587000 3458403 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3458612 closing signal SIGTERM
+W0621 21:30:43.587000 3458403 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3458613 closing signal SIGTERM
+W0621 21:30:43.588000 3458403 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3458614 closing signal SIGTERM
+W0621 21:30:43.588000 3458403 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 3458615 closing signal SIGTERM
+E0621 21:30:43.666000 169552 site-packages/torch/distributed/elastic/multiprocessing/api.py:874] failed (exitcode: 1) local_rank: 3 (pid: 169687) of binary: /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/python3
+Traceback (most recent call last):
+  File "<frozen runpy>", line 198, in _run_module_as_main
+  File "<frozen runpy>", line 88, in _run_code
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 207, in <module>
+    main()
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+    return arg(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 203, in main
+    launch(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 188, in launch
+    run(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/run.py", line 883, in run
+    elastic_launch(
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 139, in __call__
+    return launch_agent(self._config, self._entrypoint, list(args))
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 270, in launch_agent
+    raise ChildFailedError(
+torch.distributed.elastic.multiprocessing.errors.ChildFailedError: 
+============================================================
+./pretrain_gpt_profile.py FAILED
+------------------------------------------------------------
+Failures:
+[1]:
+  time      : 2025-06-21_21:30:43
+  host      : fs-mbz-gpu-852
+  rank      : 7 (local_rank: 7)
+  exitcode  : 1 (pid: 169691)
+  error_file: <N/A>
+  traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
+------------------------------------------------------------
+Root Cause (first observed failure):
+[0]:
+  time      : 2025-06-21_21:30:43
+  host      : fs-mbz-gpu-852
+  rank      : 3 (local_rank: 3)
+  exitcode  : 1 (pid: 169687)
+  error_file: <N/A>
+  traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
+============================================================
++ set +x
+[W621 21:30:44.931584703 TCPStore.cpp:115] [c10d] recvVector failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-870]:35550, remote=[fs-mbz-gpu-852]:29500): failed to recv, got 0 bytes
+Exception raised from recvBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:678 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x1460259785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14600e85aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa0d0 (0x14600e85c0d0 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5baa81d (0x14600e85c81d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: <unknown function> + 0x5bab4a9 (0x14600e85d4a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::TCPStore::compareSet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&) + 0x1fb (0x14600e8574cb in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #6: <unknown function> + 0xc0f919 (0x14601db8b919 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #7: <unknown function> + 0x37f17d (0x14601d2fb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #16: <unknown function> + 0x94ac3 (0x1460269f2ac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #17: <unknown function> + 0x126850 (0x146026a84850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+W0621 21:30:44.020000 3458403 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1341] The node 'fs-mbz-gpu-870_3458403_0' has failed to send a keep-alive heartbeat to the rendezvous '343213' due to an error of type RendezvousConnectionError.
+E0621 21:30:44.116000 3458403 site-packages/torch/distributed/elastic/multiprocessing/api.py:874] failed (exitcode: 1) local_rank: 2 (pid: 3458610) of binary: /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/python3
+[W621 21:30:44.034067663 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-870]:35550, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x1460259785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14600e85aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x14600e85c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5babb3e (0x14600e85db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::compareSet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&) + 0x299 (0x14600e857569 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: <unknown function> + 0xc0f919 (0x14601db8b919 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #6: <unknown function> + 0x37f17d (0x14601d2fb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #24: <unknown function> + 0x29d90 (0x146026987d90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #25: __libc_start_main + 0x80 (0x146026987e40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+W0621 21:30:44.127000 3458403 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-870_3458403_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+[W621 21:30:44.046296855 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-870]:35550, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x1460259785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14600e85aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x14600e85c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+[W621 21:30:44.501207018 TCPStore.cpp:115] [c10d] recvVector failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-881]:56612, remote=[fs-mbz-gpu-852]:29500): failed to recv, got 0 bytes
+Exception raised from recvBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:678 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14e4ac1785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14e49545aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa0d0 (0x14e49545c0d0 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5babb3e (0x14600e85db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::compareSet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&) + 0x299 (0x14600e857569 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: <unknown function> + 0xc0f919 (0x14601db8b919 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #6: <unknown function> + 0x37f17d (0x14601d2fb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #3: <unknown function> + 0x5baa81d (0x14e49545c81d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: <unknown function> + 0x5bab4a9 (0x14e49545d4a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::TCPStore::compareSet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&) + 0x1fb (0x14e4954574cb in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #6: <unknown function> + 0xc0f919 (0x14e4a478b919 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #24: <unknown function> + 0x29d90 (0x146026987d90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #25: __libc_start_main + 0x80 (0x146026987e40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+E0621 21:30:44.137000 2088172 site-packages/torch/distributed/elastic/multiprocessing/api.py:874] failed (exitcode: 1) local_rank: 1 (pid: 2088302) of binary: /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/python3
+frame #7: <unknown function> + 0x37f17d (0x14e4a3efb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #16: <unknown function> + 0x94ac3 (0x14e4ad4c5ac3 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #17: <unknown function> + 0x126850 (0x14e4ad557850 in /lib/x86_64-linux-gnu/libc.so.6)
+
+W0621 21:30:44.137000 3458403 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-870_3458403_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+W0621 21:30:44.136000 3389499 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1341] The node 'fs-mbz-gpu-881_3389499_0' has failed to send a keep-alive heartbeat to the rendezvous '343213' due to an error of type RendezvousConnectionError.
+[W621 21:30:44.055360943 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-870]:35550, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x1460259785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14600e85aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x14600e85c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #3: <unknown function> + 0x5babb3e (0x14600e85db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::compareSet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&) + 0x299 (0x14600e857569 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: <unknown function> + 0xc0f919 (0x14601db8b919 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #6: <unknown function> + 0x37f17d (0x14601d2fb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #24: <unknown function> + 0x29d90 (0x146026987d90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #25: __libc_start_main + 0x80 (0x146026987e40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+W0621 21:30:44.146000 3458403 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-870_3458403_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+Traceback (most recent call last):
+  File "<frozen runpy>", line 198, in _run_module_as_main
+  File "<frozen runpy>", line 88, in _run_code
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 207, in <module>
+[W621 21:30:44.584775350 TCPStore.cpp:115] [c10d] recvVector failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-901]:36028, remote=[fs-mbz-gpu-852]:29500): failed to recv, got 0 bytes
+Exception raised from recvBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:678 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14bf32b785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14bf1be5aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa0d0 (0x14bf1be5c0d0 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+    main()
+frame #3: <unknown function> + 0x5baa81d (0x14bf1be5c81d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: <unknown function> + 0x5bab4a9 (0x14bf1be5d4a9 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: c10d::TCPStore::compareSet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&) + 0x1fb (0x14bf1be574cb in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #6: <unknown function> + 0xc0f919 (0x14bf2b18b919 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+frame #7: <unknown function> + 0x37f17d (0x14bf2a8fb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+frame #25: <unknown function> + 0x29d90 (0x14bf33eb9d90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #26: __libc_start_main + 0x80 (0x14bf33eb9e40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+    return arg(*args, **kwargs)
+W0621 21:30:44.156000 2088172 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-901_2088172_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+           ^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 203, in main
+[W621 21:30:44.596489833 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-901]:36028, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14bf32b785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14bf1be5aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x14bf1be5c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+E0621 21:30:44.164000 3389499 site-packages/torch/distributed/elastic/multiprocessing/api.py:874] failed (exitcode: 1) local_rank: 7 (pid: 3389638) of binary: /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/python3
+    launch(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 188, in launch
+frame #3: <unknown function> + 0x5babb3e (0x14bf1be5db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::compareSet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&) + 0x299 (0x14bf1be57569 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: <unknown function> + 0xc0f919 (0x14bf2b18b919 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #6: <unknown function> + 0x37f17d (0x14bf2a8fb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+    run(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/run.py", line 883, in run
+frame #24: <unknown function> + 0x29d90 (0x14bf33eb9d90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #25: __libc_start_main + 0x80 (0x14bf33eb9e40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+    elastic_launch(
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 139, in __call__
+    return launch_agent(self._config, self._entrypoint, list(args))
+[W621 21:30:44.534728349 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-881]:56612, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14e4ac1785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14e49545aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x14e49545c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 270, in launch_agent
+W0621 21:30:44.169000 2088172 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-901_2088172_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+frame #3: <unknown function> + 0x5babb3e (0x14e49545db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::compareSet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&) + 0x299 (0x14e495457569 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: <unknown function> + 0xc0f919 (0x14e4a478b919 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #6: <unknown function> + 0x37f17d (0x14e4a3efb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+    raise ChildFailedError(
+torch.distributed.elastic.multiprocessing.errors.ChildFailedError: 
+============================================================
+./pretrain_gpt_profile.py FAILED
+------------------------------------------------------------
+Failures:
+[1]:
+  time      : 2025-06-21_21:30:43
+  host      : fs-mbz-gpu-870
+  rank      : 11 (local_rank: 3)
+  exitcode  : 1 (pid: 3458611)
+  error_file: <N/A>
+  traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
+------------------------------------------------------------
+Root Cause (first observed failure):
+[0]:
+  time      : 2025-06-21_21:30:43
+  host      : fs-mbz-gpu-870
+  rank      : 10 (local_rank: 2)
+  exitcode  : 1 (pid: 3458610)
+  error_file: <N/A>
+  traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
+============================================================
+frame #24: <unknown function> + 0x29d90 (0x14e4ad45ad90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #25: __libc_start_main + 0x80 (0x14e4ad45ae40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+[W621 21:30:44.607899983 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-901]:36028, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14bf32b785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14bf1be5aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x14bf1be5c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+W0621 21:30:44.175000 3389499 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-881_3389499_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+frame #3: <unknown function> + 0x5babb3e (0x14bf1be5db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::compareSet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&) + 0x299 (0x14bf1be57569 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: <unknown function> + 0xc0f919 (0x14bf2b18b919 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #6: <unknown function> + 0x37f17d (0x14bf2a8fb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+[W621 21:30:44.546891407 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-881]:56612, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14e4ac1785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14e49545aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x14e49545c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #24: <unknown function> + 0x29d90 (0x14bf33eb9d90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #25: __libc_start_main + 0x80 (0x14bf33eb9e40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+frame #3: <unknown function> + 0x5babb3e (0x14e49545db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::compareSet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&) + 0x299 (0x14e495457569 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: <unknown function> + 0xc0f919 (0x14e4a478b919 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #6: <unknown function> + 0x37f17d (0x14e4a3efb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+W0621 21:30:44.178000 2088172 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-901_2088172_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+frame #24: <unknown function> + 0x29d90 (0x14e4ad45ad90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #25: __libc_start_main + 0x80 (0x14e4ad45ae40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+Traceback (most recent call last):
+W0621 21:30:44.185000 3389499 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-881_3389499_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+  File "<frozen runpy>", line 198, in _run_module_as_main
+[W621 21:30:44.555749236 TCPStore.cpp:106] [c10d] sendBytes failed on SocketImpl(fd=3, addr=[fs-mbz-gpu-881]:56612, remote=[fs-mbz-gpu-852]:29500): Broken pipe
+Exception raised from sendBytes at /pytorch/torch/csrc/distributed/c10d/Utils.hpp:653 (most recent call first):
+frame #0: c10::Error::Error(c10::SourceLocation, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >) + 0x98 (0x14e4ac1785e8 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libc10.so)
+frame #1: <unknown function> + 0x5ba8afe (0x14e49545aafe in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #2: <unknown function> + 0x5baa358 (0x14e49545c358 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+  File "<frozen runpy>", line 88, in _run_code
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 207, in <module>
+frame #3: <unknown function> + 0x5babb3e (0x14e49545db3e in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #4: c10d::TCPStore::compareSet(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&, std::vector<unsigned char, std::allocator<unsigned char> > const&) + 0x299 (0x14e495457569 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_cpu.so)
+frame #5: <unknown function> + 0xc0f919 (0x14e4a478b919 in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+frame #6: <unknown function> + 0x37f17d (0x14e4a3efb17d in /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/lib/libtorch_python.so)
+<omitting python frames>
+    main()
+frame #24: <unknown function> + 0x29d90 (0x14e4ad45ad90 in /lib/x86_64-linux-gnu/libc.so.6)
+frame #25: __libc_start_main + 0x80 (0x14e4ad45ae40 in /lib/x86_64-linux-gnu/libc.so.6)
+
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+W0621 21:30:44.194000 3389499 site-packages/torch/distributed/elastic/rendezvous/dynamic_rendezvous.py:1292] The node 'fs-mbz-gpu-881_3389499_0' has failed to shutdown the rendezvous '343213' due to an error of type RendezvousConnectionError.
+    return arg(*args, **kwargs)
+Traceback (most recent call last):
+  File "<frozen runpy>", line 198, in _run_module_as_main
+  File "<frozen runpy>", line 88, in _run_code
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 207, in <module>
+           ^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 203, in main
+    main()
+    launch(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/typing_extensions.py", line 3253, in wrapper
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 188, in launch
+    return arg(*args, **kwargs)
+    run(args)
+           ^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/run.py", line 883, in run
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 203, in main
+    elastic_launch(
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 139, in __call__
+    launch(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py", line 188, in launch
+    return launch_agent(self._config, self._entrypoint, list(args))
+    run(args)
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/run.py", line 883, in run
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 270, in launch_agent
+    elastic_launch(
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 139, in __call__
+    raise ChildFailedError(
+torch.distributed.elastic.multiprocessing.errors.ChildFailedError: 
+============================================================
+./pretrain_gpt_profile.py FAILED
+------------------------------------------------------------
+Failures:
+  <NO_OTHER_FAILURES>
+------------------------------------------------------------
+Root Cause (first observed failure):
+[0]:
+  time      : 2025-06-21_21:30:43
+  host      : fs-mbz-gpu-901
+  rank      : 25 (local_rank: 1)
+  exitcode  : 1 (pid: 2088302)
+  error_file: <N/A>
+  traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
+    return launch_agent(self._config, self._entrypoint, list(args))
+============================================================
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 270, in launch_agent
+    raise ChildFailedError(
+torch.distributed.elastic.multiprocessing.errors.ChildFailedError: 
+============================================================
+./pretrain_gpt_profile.py FAILED
+------------------------------------------------------------
+Failures:
+  <NO_OTHER_FAILURES>
+------------------------------------------------------------
+Root Cause (first observed failure):
+[0]:
+  time      : 2025-06-21_21:30:43
+  host      : fs-mbz-gpu-881
+  rank      : 23 (local_rank: 7)
+  exitcode  : 1 (pid: 3389638)
+  error_file: <N/A>
+  traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
+============================================================
++ set +x
++ set +x
++ set +x
++ for ctx_length in 1024 2048 4096 8192 12288 16384 24576 32768 40960 49152 65536 81920 98304 131072
++ export PROF_CTX_LENGTH=32768
++ PROF_CTX_LENGTH=32768
++ name='/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L32768*tp4.cp8.bs1.json'
++ '[' -f '/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L32768*tp4.cp8.bs1.json' ']'
++ echo 'Running ctx_length=32768, TP_SIZE=4, CP_SIZE=8, BATCH_SIZE=1'
++ srun bash ./attnserver.sh
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 3 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 32768 --max-position-embeddings 32768 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 0 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 32768 --max-position-embeddings 32768 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 2 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 32768 --max-position-embeddings 32768 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
++ which python3
++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 4 --node_rank 1 --rdzv_id 343213 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-852:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 4 --context-parallel-size 8 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 32768 --max-position-embeddings 32768 --micro-batch-size 1 --global-batch-size 1 --lr 0.0005 --train-iters 10 --lr-decay-iters 150000 --lr-decay-style cosine --lr-warmup-iters 2 --weight-decay .1 --adam-beta2 .999 --fp16 --log-interval 1 --save-interval 16 --eval-interval 16 --eval-iters 1 --vocab-file vocab.json --merge-file merges.txt --save gpt-checkpoint --load gpt-checkpoint --logging-level 0 --mock-data --tensorboard-dir tensorboard-logs/
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:30:48.094000 171510 site-packages/torch/distributed/run.py:766] 
+W0621 21:30:48.094000 171510 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:30:48.094000 171510 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:30:48.094000 171510 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:30:48.129000 2090074 site-packages/torch/distributed/run.py:766] 
+W0621 21:30:48.129000 2090074 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:30:48.129000 2090074 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:30:48.129000 2090074 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:30:48.185000 3391388 site-packages/torch/distributed/run.py:766] 
+W0621 21:30:48.185000 3391388 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:30:48.185000 3391388 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:30:48.185000 3391388 site-packages/torch/distributed/run.py:766] *****************************************
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/torch/distributed/launch.py:207: FutureWarning: The module torch.distributed.launch is deprecated
+and will be removed in future. Use torchrun.
+Note that --use-env is set by default in torchrun.
+If your script expects `--local-rank` argument to be set, please
+change it to read from `os.environ['LOCAL_RANK']` instead. See 
+https://pytorch.org/docs/stable/distributed.html#launch-utility for 
+further instructions
+
+  main()
+W0621 21:30:48.256000 3460364 site-packages/torch/distributed/run.py:766] 
+W0621 21:30:48.256000 3460364 site-packages/torch/distributed/run.py:766] *****************************************
+W0621 21:30:48.256000 3460364 site-packages/torch/distributed/run.py:766] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0621 21:30:48.256000 3460364 site-packages/torch/distributed/run.py:766] *****************************************
+[rank3]:[W621 21:31:10.663190672 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 3]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank31]:[W621 21:31:10.071893086 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 31]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank27]:[W621 21:31:10.072587542 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 27]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank23]:[W621 21:31:10.005031101 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 23]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank19]:[W621 21:31:10.005666279 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 19]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank11]:[W621 21:31:10.552781256 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 11]  using GPU 3 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank25]:[W621 21:31:10.074341106 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 25]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank7]:[W621 21:31:10.666459709 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 7]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank5]:[W621 21:31:10.666545463 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 5]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank1]:[W621 21:31:10.667029249 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 1]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank15]:[W621 21:31:10.554415904 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 15]  using GPU 7 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank21]:[W621 21:31:10.007634322 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 21]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank9]:[W621 21:31:10.555152301 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 9]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank29]:[W621 21:31:10.079449451 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 29]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank4]:[W621 21:31:10.671723062 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 4]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank6]:[W621 21:31:10.673281828 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 6]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank2]:[W621 21:31:10.673385384 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 2]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank17]:[W621 21:31:10.013365508 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 17]  using GPU 1 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank22]:[W621 21:31:10.020605544 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 22]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank20]:[W621 21:31:10.020645109 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 20]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank18]:[W621 21:31:10.021482343 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 18]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank30]:[W621 21:31:10.091679394 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 30]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank28]:[W621 21:31:10.091811618 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 28]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank26]:[W621 21:31:10.092106264 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 26]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank10]:[W621 21:31:10.573045107 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 10]  using GPU 2 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank14]:[W621 21:31:10.573090528 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 14]  using GPU 6 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank12]:[W621 21:31:10.574104494 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 12]  using GPU 4 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank13]:[W621 21:31:10.574089828 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 13]  using GPU 5 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank16]:[W621 21:31:10.105857331 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 16]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank24]:[W621 21:31:10.182183537 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 24]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank8]:[W621 21:31:10.671060536 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 8]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+[rank0]:[W621 21:31:10.800636402 ProcessGroupNCCL.cpp:4715] [PG ID 0 PG GUID 0 Rank 0]  using GPU 0 as device used by this process is currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. You can pecify device_id in init_process_group() to force use of a particular device.
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/junda/attnserver-megatron/megatron/core/models/gpt/gpt_layer_specs.py:94: UserWarning: The fp8 argument in "get_gpt_layer_with_transformer_engine_spec" has been deprecated and will be removed soon. Please update your code accordingly.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(
+/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python3.12/site-packages/transformer_engine/pytorch/cpu_offload.py:595: DeprecationWarning: Offloading weights is deprecated. Using offload_weights=True does not have any effect.
+  warnings.warn(