diff --git "a/attnserver.run_attnserver.slurm.sh.343244.err.log" "b/attnserver.run_attnserver.slurm.sh.343244.err.log" --- "a/attnserver.run_attnserver.slurm.sh.343244.err.log" +++ "b/attnserver.run_attnserver.slurm.sh.343244.err.log" @@ -2080,3 +2080,1429 @@ W0621 21:57:47.936000 453944 site-packages/torch/distributed/run.py:766] ******* [rank4]:[W621 21:58:08.781027657 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 21:58:08.781058110 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. [rank0]:[W621 21:58:08.918593826 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/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/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) +[rank5]: Traceback (most recent call last): +[rank5]: File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in +[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]: ^^^^^^^^^^^^^^^^^^^^^^ +[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]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[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) +[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]) +[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 +[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.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 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 +[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([49152, 4096])) and expected ((32768, 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 +[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.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 4096)) tensor for key embedding.position_embeddings.weight +[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 +[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([49152, 4096])) and expected ((32768, 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 +[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.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 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() +[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([49152, 4096])) and expected ((32768, 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 +[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.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 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() +[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([49152, 4096])) and expected ((32768, 4096)) tensor for key embedding.position_embeddings.weight + +[rank2]: Traceback (most recent call last): +[rank2]: File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in +[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( +[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) +[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 +[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]) +[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]: ^^^^^^^^^ +[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) +[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 4096)) tensor for key embedding.position_embeddings.weight +[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 +[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([49152, 4096])) and expected ((32768, 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 +[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) +[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 4096)) tensor for key embedding.position_embeddings.weight +[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 +[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([49152, 4096])) and expected ((32768, 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() +[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([49152, 4096])) and expected ((32768, 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() +[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([49152, 4096])) and expected ((32768, 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 +[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) +[rank2]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 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() +[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([49152, 4096])) and expected ((32768, 4096)) tensor for key embedding.position_embeddings.weight + +[rank6]: Traceback (most recent call last): +[rank6]: File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in +[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]: ^^^^^^^^^^^^^^^^^^^^^^ +[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]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[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) +[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]) +[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 +[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([49152, 4096])) and expected ((32768, 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() +[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([49152, 4096])) and expected ((32768, 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() +[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([49152, 4096])) and expected ((32768, 4096)) tensor for key embedding.position_embeddings.weight +[rank6]: Traceback (most recent call last): (RANK 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 +[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([49152, 4096])) and expected ((32768, 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 +[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([49152, 4096])) and expected ((32768, 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]: ^^^^^^^^^^^^^^^^^^^^^ +[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([49152, 4096])) and expected ((32768, 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 +[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([49152, 4096])) and expected ((32768, 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() +[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([49152, 4096])) and expected ((32768, 4096)) tensor for key embedding.position_embeddings.weight + +[rank7]: Traceback (most recent call last): +[rank7]: File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in +[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 +[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 +[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]: ^^^^^^^^^^^^^^^^^ +[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]) +[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 +[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.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 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 +[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) +[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([49152, 4096])) and expected ((32768, 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]: ^^^^^^^^^^^^^^^^^^^^^ +[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([49152, 4096])) and expected ((32768, 4096)) tensor for key embedding.position_embeddings.weight +[rank7]: Traceback (most recent call last): (RANK 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() +[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 +[rank7]: raise CheckpointingException(_msg) +[rank7]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 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 +[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([49152, 4096])) and expected ((32768, 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 +[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) +[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([49152, 4096])) and expected ((32768, 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() +[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([49152, 4096])) and expected ((32768, 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 +[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.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 4096)) tensor for key embedding.position_embeddings.weight + +[rank1]: Traceback (most recent call last): +[rank1]: File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in +[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]: ^^^^^^^^^^^^^^^^^^^^^^ +[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]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[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) +[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]) +[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 +[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) +[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 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]: ^^^^^^^^^^^^^^^^^^^^^ +[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([49152, 4096])) and expected ((32768, 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 +[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) +[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 4096)) tensor for key embedding.position_embeddings.weight +[rank1]: Traceback (most recent call last): (RANK 3) +[rank1]: File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python[rank3]: Traceback (most recent call last): +[rank3]: File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in +[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( +[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) +[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]: ^^^^^^^^^^^^^^^^^^^^ +[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 +[rank3]: torch.distributed.checkpoint.api.CheckpointException: CheckpointException ranks:dict_keys([0, 1, 2, 3, 4, 5, 6, 7]) +[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 +[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) +[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 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 +[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) +[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 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() +[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([49152, 4096])) and expected ((32768, 4096)) tensor for key embedding.position_embeddings.weight +[rank3]: Traceback (most recent call last): (RANK 3) +[rank3]: File "/mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/lib/python[rank4]: Traceback (most recent call last): +[rank4]: File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in +[rank4]: pretrain( +[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]: ^^^^^^^^^^^^^^^^^^^^^^ +[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]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[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) +[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]) +[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]: ^^^^^^^^^^^^^^^^^^^^^ +[rank4]: File "/mnt/weka/home/hao.zhang/conda/miniconda/envs[rank0]: Traceback (most recent call last): +[rank0]: File "/mnt/weka/home/hao.zhang/junda/attnserver-megatron/./pretrain_gpt_profile.py", line 554, in +[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]: ^^^^^^^^^^^^^^^^^^^^^^ +[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]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[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) +[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]) +[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]: ^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/mnt/weka/home/hao.zhang/conda/miniconda/envs3.12/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) +[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([49152, 4096])) and expected ((32768, 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]: ^^^^^^^^^^^^^^^^^^^^^ +[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([49152, 4096])) and expected ((32768, 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 +[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/dis3.12/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 +[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([49152, 4096])) and expected ((32768, 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]: ^^^^^^^^^ +[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) +[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 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() +[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/dis/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([49152, 4096])) and expected ((32768, 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]: ^^^^^^^^^ +[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) +[rank4]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 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() +[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([49152, 4096])) and expected ((32768, 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/python/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([49152, 4096])) and expected ((32768, 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]: ^^^^^^^^^ +[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) +[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 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() +[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([49152, 4096])) and expected ((32768, 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/pythont_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([49152, 4096])) and expected ((32768, 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 +[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) +[rank1]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 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() +[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([49152, 4096])) and expected ((32768, 4096)) tensor for key embedding.position_embeddings.weight + +t_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([49152, 4096])) and expected ((32768, 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() +[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 +[rank3]: raise CheckpointingException(_msg) +[rank3]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 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 +[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([49152, 4096])) and expected ((32768, 4096)) tensor for key embedding.position_embeddings.weight + +3.12/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 +[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([49152, 4096])) and expected ((32768, 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() +[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([49152, 4096])) and expected ((32768, 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() +[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/dis3.12/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 +[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([49152, 4096])) and expected ((32768, 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() +[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([49152, 4096])) and expected ((32768, 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() +[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 +[rank0]: raise CheckpointingException(_msg) +[rank0]: megatron.core.dist_checkpointing.core.CheckpointingException: Global shape mismatch for loaded (torch.Size([49152, 4096])) and expected ((32768, 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() +[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([49152, 4096])) and expected ((32768, 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 +[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([49152, 4096])) and expected ((32768, 4096)) tensor for key embedding.position_embeddings.weight + +t_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([49152, 4096])) and expected ((32768, 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() +[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([49152, 4096])) and expected ((32768, 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 +[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([49152, 4096])) and expected ((32768, 4096)) tensor for key embedding.position_embeddings.weight + +[rank4]:[W621 21:58:25.101554498 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 21:58:25.109918430 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 21:58:25.172102597 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 21:58:25.189734947 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 21:58:25.210053001 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 21:58:25.210121192 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 21:58:25.212827213 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 21:58:25.233134770 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 21:58:26.110000 453944 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 454014 closing signal SIGTERM +W0621 21:58:26.112000 453944 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 454015 closing signal SIGTERM +W0621 21:58:26.112000 453944 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 454017 closing signal SIGTERM +W0621 21:58:26.113000 453944 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 454018 closing signal SIGTERM +W0621 21:58:26.113000 453944 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 454019 closing signal SIGTERM +W0621 21:58:26.113000 453944 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 454020 closing signal SIGTERM +W0621 21:58:26.114000 453944 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 454021 closing signal SIGTERM +E0621 21:58:26.823000 453944 site-packages/torch/distributed/elastic/multiprocessing/api.py:874] failed (exitcode: 1) local_rank: 2 (pid: 454016) of binary: /mnt/weka/home/hao.zhang/conda/miniconda/envs/junda-attnserver/bin/python3 +Traceback (most recent call last): + File "", line 198, in _run_module_as_main + File "", 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 + 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: + +------------------------------------------------------------ +Root Cause (first observed failure): +[0]: + time : 2025-06-21_21:58:26 + host : fs-mbz-gpu-898 + rank : 2 (local_rank: 2) + exitcode : 1 (pid: 454016) + error_file: + 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=40960 ++ PROF_CTX_LENGTH=40960 ++ name='/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L40960*tp2.cp4.bs2.json' ++ '[' -f '/mnt/sharefs/users/hao.zhang/junda/megatron-prof-data--unstable-v5/mytrace.L40960*tp2.cp4.bs2.json' ']' ++ echo 'Running ctx_length=40960, TP_SIZE=2, CP_SIZE=4, BATCH_SIZE=2' ++ srun bash ./attnserver.sh ++ which python3 ++ python3 -m torch.distributed.launch --nproc_per_node 8 --nnodes 1 --node_rank 0 --rdzv_id 343244 --rdzv_backend c10d --rdzv_endpoint fs-mbz-gpu-898:29500 ./pretrain_gpt_profile.py --tensor-model-parallel-size 2 --context-parallel-size 4 --num-layers 2 --hidden-size 4096 --num-attention-heads 64 --group-query-attention --num-query-groups 16 --seq-length 40960 --max-position-embeddings 40960 --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 21:58:29.857000 455826 site-packages/torch/distributed/run.py:766] +W0621 21:58:29.857000 455826 site-packages/torch/distributed/run.py:766] ***************************************** +W0621 21:58:29.857000 455826 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 21:58:29.857000 455826 site-packages/torch/distributed/run.py:766] ***************************************** +[rank7]:[W621 21:58:51.637054614 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 21:58:51.637075169 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 21:58:51.637240506 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 21:58:51.637601273 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. +[rank2]:[W621 21:58:51.644247623 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 21:58:51.644270696 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 21:58:51.644594323 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. +[rank0]:[W621 21:58:51.779428631 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/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(