[tab] /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/logs/logs_mihir/causal/dynamics-cotraining/train_dynamics_causal_2_node_3388135.log (log)
#!/usr/bin/env bash

#SBATCH --nodes=3
#SBATCH --ntasks-per-node=4
#SBATCH --time=08:00:00
#SBATCH --partition=accelerated
#SBATCH --cpus-per-task=5
#SBATCH --gres=gpu:4
#SBATCH --output=/hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/logs/logs_mihir/causal/dynamics-cotraining/%x_%j.log
#SBATCH --error=/hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/logs/logs_mihir/causal/dynamics-cotraining/%x_%j.log
#SBATCH --job-name=train_dynamics_causal_2_node
#SBATCH --requeue
#SBATCH --signal=b:usr1@300 # 5 min before timeout

# --- signal trap to requeue job before timeout ---
requeue_job() {
    echo "[$(date)] caught sigusr1 (timeout warning), requeueing slurm job $SLURM_JOB_ID..."
    # optional: trigger checkpoint saving here
    # e.g., touch $checkpoint_dir/requeue_trigger
    scontrol requeue $SLURM_JOB_ID
    exit 0
}

trap requeue_job sigusr1

# set checkpoint flag based on restart count
restart_count=$(scontrol show job $SLURM_JOB_ID | grep -o 'Restarts=[0-9]*' | cut -d'=' -f2)

if [ $restart_count -eq 0 ]; then
    restore_ckpt_flag="--no-restore-ckpt"
else
    restore_ckpt_flag="--restore-ckpt"
fi



# Log the sbatch script
cat $0

module unload mpi/openmpi/5.0
module unload devel/cuda/12.4
source .venv/bin/activate

array_records_dir=/hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/data_new/open_ai_minecraft_arrayrecords_chunked

job_name=$SLURM_JOB_NAME
slurm_job_id=3373407

CHECKPOINT_DIR=/hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/$job_name/$slurm_job_id
mkdir -p $CHECKPOINT_DIR

# tokenizer with the new structure supporting larger ffn_dim
tokenizer_ckpt_dir=/hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/data/checkpoints/train_tokenizer_lr_sweep_1e-4_larger_ffn/

env | grep SLURM

srun python train_dynamics.py \
    --save_ckpt \
    --restore_ckpt \
    --wandb_id $SLURM_JOB_ID \
    --ckpt_dir $CHECKPOINT_DIR \
    --batch_size=96 \
    --init_lr=0 \
    --max_lr=2e-5 \
    --log_image_interval=1000 \
    --log \
    --log_checkpoint_interval=1000 \
    --name=dynamics-causal-2-node-$slurm_job_id \
    --tags dynamics causal 2-node \
    --entity instant-uv \
    --project jafar \
    --dyna_dim=1024 \
    --dyna_num_blocks=16 \
    --dyna_num_heads=16 \
    --dyna_ffn_dim=4096 \
    --tokenizer_checkpoint=$tokenizer_ckpt_dir \
    --data_dir $array_records_dir &

child_pid=$!

wait $child_pid
/var/spool/slurmd/job3388135/slurm_script: line 42: .venv/bin/activate: No such file or directory
SLURM_STEP_NUM_TASKS=1
SLURM_JOB_USER=tum_cte0515
SLURM_TASKS_PER_NODE=4(x3)
SLURM_JOB_UID=999226
SLURM_TASK_PID=1740698
SLURM_JOB_GPUS=0,1,2,3
SLURM_LOCALID=0
SLURM_SUBMIT_DIR=/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar_jobs_3
SLURMD_NODENAME=hkn0811
SLURM_JOB_START_TIME=1753974219
SLURM_STEP_NODELIST=hkn0802
SLURM_CLUSTER_NAME=hk
SLURM_JOB_END_TIME=1754003019
SLURM_PMI2_SRUN_PORT=45055
SLURM_CPUS_ON_NODE=24
SLURM_JOB_CPUS_PER_NODE=24(x3)
SLURM_GPUS_ON_NODE=4
SLURM_GTIDS=0
SLURM_JOB_PARTITION=accelerated
SLURM_TRES_PER_TASK=cpu=5
SLURM_OOM_KILL_STEP=0
SLURM_JOB_NUM_NODES=3
SLURM_STEPID=4294967290
SLURM_JOBID=3388135
SLURM_PTY_PORT=41681
SLURM_JOB_QOS=normal
SLURM_LAUNCH_NODE_IPADDR=10.0.7.198
SLURM_PTY_WIN_ROW=25
SLURM_PMI2_PROC_MAPPING=(vector,(0,1,1))
SLURMD_DEBUG=2
SLURM_PROCID=0
SLURM_CPUS_PER_TASK=5
SLURM_NTASKS=12
SLURM_TOPOLOGY_ADDR=hkibb.hkibbi1.hkibbi1e27.hkn0811
SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.switch.node
SLURM_SRUN_COMM_HOST=10.0.7.198
SLURM_SCRIPT_CONTEXT=prolog_task
SLURM_PTY_WIN_COL=122
SLURM_NODELIST=hkn[0811-0813]
SLURM_SRUN_COMM_PORT=40457
SLURM_STEP_ID=4294967290
SLURM_JOB_ACCOUNT=hk-project-p0023960
SLURM_PRIO_PROCESS=0
SLURM_NPROCS=12
SLURM_NNODES=3
SLURM_SUBMIT_HOST=hkn0802.localdomain
SLURM_JOB_ID=3388135
SLURM_NODEID=0
SLURM_STEP_NUM_NODES=1
SLURM_STEP_TASKS_PER_NODE=1
SLURM_MPI_TYPE=pmi2
SLURM_PMI2_STEP_NODES=hkn0802
SLURM_CONF=/etc/slurm/slurm.conf
SLURM_JOB_NAME=train_dynamics_causal_2_node
SLURM_NTASKS_PER_NODE=4
SLURM_STEP_LAUNCHER_PORT=40457
SLURM_JOB_GID=502226
SLURM_JOB_NODELIST=hkn[0811-0813]
GpuFreq=control_disabled
GpuFreq=control_disabled
GpuFreq=control_disabled
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `param-dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.float32'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `param-dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.float32'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.bfloat16'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `param-dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.float32'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `param-dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.float32'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.bfloat16'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.bfloat16'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.bfloat16'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `param-dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.float32'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.bfloat16'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `param-dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.float32'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `param-dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.float32'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.bfloat16'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.bfloat16'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `param-dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.float32'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `param-dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.float32'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.bfloat16'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `param-dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.float32'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `param-dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.float32'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `param-dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.float32'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.bfloat16'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.bfloat16'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.bfloat16'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/tyro/_parsers.py:347: UserWarning: The field `dtype` is annotated with type `<class 'numpy.dtype'>`, but the default value `<class 'jax.numpy.bfloat16'>` has type `<class 'jax._src.numpy.scalar_types._ScalarMeta'>`. We'll try to handle this gracefully, but it may cause unexpected behavior.
  warnings.warn(message)
2025-07-31 17:04:39.842772: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:04:39.860386: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:04:39.865618: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:04:39.888429: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:04:39.908649: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:04:39.908642: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:04:39.908647: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:04:39.908645: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:04:40.023638: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:04:40.051915: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:04:40.136830: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:04:40.136830: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:09.322056: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:09.409087: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:09.780628: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:09.783363: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:09.804234: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:09.900002: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:11.521547: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:11.751082: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:11.769259: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:12.354135: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:12.641217: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:13.326244: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:24.807011: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:24.914904: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:25.032184: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:25.057194: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:25.140488: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:25.234489: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:27.650083: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:27.827769: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:28.323172: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:28.621175: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:29.040613: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
2025-07-31 17:05:29.717997: W external/xla/xla/service/gpu/autotuning/dot_search_space.cc:200] All configs were filtered out because none of them sufficiently match the hints. Maybe the hints set does not contain a good representative set of valid configs?Working around this by using the full hints set instead.
wandb: Currently logged in as: mihir-mahajan2002 (instant-uv) to https://api.wandb.ai. Use `wandb login --relogin` to force relogin
wandb: Tracking run with wandb version 0.19.11
wandb: Run data is saved locally in /hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar_jobs_3/wandb/run-20250731_170531-3388135
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run dynamics-causal-2-node-3373407
wandb: ⭐️ View project at https://wandb.ai/instant-uv/jafar
wandb: 🚀 View run at https://wandb.ai/instant-uv/jafar/runs/3388135
WARNING:absl:Missing metrics for step 39000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/039000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 39000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/039000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 39000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/039000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 40000
WARNING:absl:Missing metrics for step 40000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/040000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 40000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/040000/metrics/metrics not found.
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/040000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 40000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/040000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 40000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/040000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 40000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/040000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 39000
WARNING:absl:Missing metrics for step 40000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/039000/metrics/metrics not found.
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/040000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 39000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/039000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 41000
WARNING:absl:Missing metrics for step 39000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/039000/metrics/metrics not found.
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 39000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/039000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 40000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/040000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 40000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/040000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 41000
WARNING:absl:Missing metrics for step 40000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/metrics/metrics not found.
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/040000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 39000
WARNING:absl:Missing metrics for step 41000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/039000/metrics/metrics not found.
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 41000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 39000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/039000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 40000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/040000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 20000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/020000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 20000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/020000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 20000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/020000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 39000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/039000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 40000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/040000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 39000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/039000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 41000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 41000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 41000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 41000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 20000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/020000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 41000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 41000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 41000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 41000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 20000
WARNING:absl:Missing metrics for step 20000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/020000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 20000
WARNING:absl:Missing metrics for step 20000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/020000/metrics/metrics not found.
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/020000/metrics/metrics not found.
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/020000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 20000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/020000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 20000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/020000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 20000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/020000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 20000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/020000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 39000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/039000/metrics/metrics not found.
WARNING:absl:Dropping 6 examples of 89394 examples (shard 12).
WARNING:absl:Dropping 6 examples of 89394 examples (shard 12).
WARNING:absl:Dropping 6 examples of 89394 examples (shard 12).
WARNING:absl:Dropping 6 examples of 89394 examples (shard 12).
WARNING:absl:Dropping 6 examples of 89394 examples (shard 12).
WARNING:absl:Dropping 6 examples of 89394 examples (shard 12).
WARNING:absl:Dropping 6 examples of 89394 examples (shard 12).
WARNING:absl:Dropping 6 examples of 89394 examples (shard 12).
WARNING:absl:Dropping 6 examples of 89394 examples (shard 12).
WARNING:absl:Dropping 6 examples of 89394 examples (shard 12).
WARNING:absl:Dropping 6 examples of 89394 examples (shard 12).
Running on 12 devices.
Counting all components: ['tokenizer', 'lam', 'dynamics']
Parameter counts:
{'tokenizer': 33750256, 'lam': 17229792, 'dynamics': 271932416, 'total': 322912464}
Running on 12 devices.
Counting all components: ['tokenizer', 'lam', 'dynamics']
Parameter counts:
{'tokenizer': 33750256, 'lam': 17229792, 'dynamics': 271932416, 'total': 322912464}
Running on 12 devices.
Counting all components: ['tokenizer', 'lam', 'dynamics']
Parameter counts:
{'tokenizer': 33750256, 'lam': 17229792, 'dynamics': 271932416, 'total': 322912464}
Running on 12 devices.
Counting all components: ['tokenizer', 'lam', 'dynamics']
Parameter counts:
{'tokenizer': 33750256, 'lam': 17229792, 'dynamics': 271932416, 'total': 322912464}
Running on 12 devices.
Counting all components: ['tokenizer', 'lam', 'dynamics']
Parameter counts:
{'tokenizer': 33750256, 'lam': 17229792, 'dynamics': 271932416, 'total': 322912464}
Traceback (most recent call last):
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar_jobs_3/train_dynamics.py", line 328, in <module>
Running on 12 devices.
Counting all components: ['tokenizer', 'lam', 'dynamics']
Parameter counts:
{'tokenizer': 33750256, 'lam': 17229792, 'dynamics': 271932416, 'total': 322912464}
Traceback (most recent call last):
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar_jobs_3/train_dynamics.py", line 328, in <module>
    restored = checkpoint_manager.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/checkpoint_manager.py", line 1608, in restore
    restored = checkpoint_manager.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/checkpoint_manager.py", line 1608, in restore
Running on 12 devices.
Counting all components: ['tokenizer', 'lam', 'dynamics']
Parameter counts:
{'tokenizer': 33750256, 'lam': 17229792, 'dynamics': 271932416, 'total': 322912464}
Traceback (most recent call last):
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar_jobs_3/train_dynamics.py", line 328, in <module>
    restored = checkpoint_manager.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/checkpoint_manager.py", line 1608, in restore
WARNING:absl:Dropping 6 examples of 89394 examples (shard 12).
Traceback (most recent call last):
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar_jobs_3/train_dynamics.py", line 328, in <module>
Traceback (most recent call last):
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar_jobs_3/train_dynamics.py", line 328, in <module>
    restored = checkpoint_manager.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/checkpoint_manager.py", line 1608, in restore
    restored = checkpoint_manager.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/checkpoint_manager.py", line 1608, in restore
Traceback (most recent call last):
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar_jobs_3/train_dynamics.py", line 328, in <module>
Traceback (most recent call last):
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar_jobs_3/train_dynamics.py", line 328, in <module>
    restored = checkpoint_manager.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/checkpoint_manager.py", line 1608, in restore
    restored = checkpoint_manager.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/checkpoint_manager.py", line 1608, in restore
Running on 12 devices.
Counting all components: ['tokenizer', 'lam', 'dynamics']
Parameter counts:
{'tokenizer': 33750256, 'lam': 17229792, 'dynamics': 271932416, 'total': 322912464}
Traceback (most recent call last):
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar_jobs_3/train_dynamics.py", line 328, in <module>
    restored = checkpoint_manager.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/checkpoint_manager.py", line 1608, in restore
    restored = self._checkpointer.restore(restore_directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/async_checkpointer.py", line 558, in restore
    restored = self._checkpointer.restore(restore_directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/async_checkpointer.py", line 558, in restore
    restored = self._checkpointer.restore(restore_directory, args=args)
    restored = self._checkpointer.restore(restore_directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/async_checkpointer.py", line 558, in restore
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/async_checkpointer.py", line 558, in restore
    restored = self._checkpointer.restore(restore_directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/async_checkpointer.py", line 558, in restore
    restored = self._checkpointer.restore(restore_directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/async_checkpointer.py", line 558, in restore
    restored = self._checkpointer.restore(restore_directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/async_checkpointer.py", line 558, in restore
    restored = self._checkpointer.restore(restore_directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/async_checkpointer.py", line 558, in restore
    return super().restore(directory, *args, **kwargs)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 300, in restore
    return super().restore(directory, *args, **kwargs)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 300, in restore
    return super().restore(directory, *args, **kwargs)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 300, in restore
    return super().restore(directory, *args, **kwargs)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 300, in restore
    return super().restore(directory, *args, **kwargs)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 300, in restore
    return super().restore(directory, *args, **kwargs)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 300, in restore
    return super().restore(directory, *args, **kwargs)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 300, in restore
    return super().restore(directory, *args, **kwargs)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 300, in restore
    restored = self._restore(directory, args=ckpt_args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 319, in _restore
    restored = self._restore(directory, args=ckpt_args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 319, in _restore
    restored = self._restore(directory, args=ckpt_args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 319, in _restore
    restored = self._restore(directory, args=ckpt_args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 319, in _restore
    restored = self._restore(directory, args=ckpt_args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 319, in _restore
    restored = self._restore(directory, args=ckpt_args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 319, in _restore
    return self._handler.restore(directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/handlers/composite_checkpoint_handler.py", line 837, in restore
    return self._handler.restore(directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/handlers/composite_checkpoint_handler.py", line 837, in restore
    return self._handler.restore(directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/handlers/composite_checkpoint_handler.py", line 837, in restore
    restored = self._restore(directory, args=ckpt_args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 319, in _restore
    return self._handler.restore(directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/handlers/composite_checkpoint_handler.py", line 837, in restore
    restored = self._restore(directory, args=ckpt_args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 319, in _restore
    return self._handler.restore(directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/handlers/composite_checkpoint_handler.py", line 837, in restore
    return self._handler.restore(directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/handlers/composite_checkpoint_handler.py", line 837, in restore
    return self._handler.restore(directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/handlers/composite_checkpoint_handler.py", line 837, in restore
    return self._handler.restore(directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/handlers/composite_checkpoint_handler.py", line 837, in restore
Running on 12 devices.
Counting all components: ['tokenizer', 'lam', 'dynamics']
Parameter counts:
{'tokenizer': 33750256, 'lam': 17229792, 'dynamics': 271932416, 'total': 322912464}
Traceback (most recent call last):
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar_jobs_3/train_dynamics.py", line 328, in <module>
    restored = checkpoint_manager.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/checkpoint_manager.py", line 1608, in restore
    restored = self._checkpointer.restore(restore_directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/async_checkpointer.py", line 558, in restore
    return super().restore(directory, *args, **kwargs)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 300, in restore
    restored = self._restore(directory, args=ckpt_args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 319, in _restore
    return self._handler.restore(directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/handlers/composite_checkpoint_handler.py", line 837, in restore
    restored[item_name] = handler.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/grain/_src/python/checkpoint_handlers.py", line 62, in restore
    restored[item_name] = handler.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/grain/_src/python/checkpoint_handlers.py", line 62, in restore
    restored[item_name] = handler.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/grain/_src/python/checkpoint_handlers.py", line 62, in restore
    raise ValueError(f"File {filename} does not exist.")
ValueError: File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/dataloader_state/process_4-of-12.json does not exist.
    raise ValueError(f"File {filename} does not exist.")
ValueError: File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/dataloader_state/process_5-of-12.json does not exist.
    raise ValueError(f"File {filename} does not exist.")
ValueError: File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/dataloader_state/process_6-of-12.json does not exist.
    restored[item_name] = handler.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/grain/_src/python/checkpoint_handlers.py", line 62, in restore
    restored[item_name] = handler.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/grain/_src/python/checkpoint_handlers.py", line 62, in restore
    restored[item_name] = handler.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/grain/_src/python/checkpoint_handlers.py", line 62, in restore
    raise ValueError(f"File {filename} does not exist.")
ValueError: File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/dataloader_state/process_10-of-12.json does not exist.
    raise ValueError(f"File {filename} does not exist.")
ValueError: File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/dataloader_state/process_8-of-12.json does not exist.
    raise ValueError(f"File {filename} does not exist.")
ValueError: File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/dataloader_state/process_9-of-12.json does not exist.
Running on 12 devices.
Counting all components: ['tokenizer', 'lam', 'dynamics']
Parameter counts:
{'tokenizer': 33750256, 'lam': 17229792, 'dynamics': 271932416, 'total': 322912464}
Traceback (most recent call last):
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar_jobs_3/train_dynamics.py", line 328, in <module>
    restored = checkpoint_manager.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/checkpoint_manager.py", line 1608, in restore
    restored = self._checkpointer.restore(restore_directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/async_checkpointer.py", line 558, in restore
    return super().restore(directory, *args, **kwargs)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 300, in restore
    restored = self._restore(directory, args=ckpt_args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 319, in _restore
    return self._handler.restore(directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/handlers/composite_checkpoint_handler.py", line 837, in restore
    restored[item_name] = handler.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/grain/_src/python/checkpoint_handlers.py", line 62, in restore
    raise ValueError(f"File {filename} does not exist.")
ValueError: File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/dataloader_state/process_11-of-12.json does not exist.
    restored[item_name] = handler.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/grain/_src/python/checkpoint_handlers.py", line 62, in restore
    restored[item_name] = handler.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/grain/_src/python/checkpoint_handlers.py", line 62, in restore
    restored[item_name] = handler.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/grain/_src/python/checkpoint_handlers.py", line 62, in restore
    raise ValueError(f"File {filename} does not exist.")
ValueError: File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/dataloader_state/process_2-of-12.json does not exist.
    raise ValueError(f"File {filename} does not exist.")
ValueError: File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/dataloader_state/process_1-of-12.json does not exist.
    raise ValueError(f"File {filename} does not exist.")
ValueError: File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/dataloader_state/process_3-of-12.json does not exist.
Running on 12 devices.
Counting all components: ['tokenizer', 'lam', 'dynamics']
Parameter counts:
{'tokenizer': 33750256, 'lam': 17229792, 'dynamics': 271932416, 'total': 322912464}
Traceback (most recent call last):
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar_jobs_3/train_dynamics.py", line 328, in <module>
    restored = checkpoint_manager.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/checkpoint_manager.py", line 1608, in restore
    restored = self._checkpointer.restore(restore_directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/async_checkpointer.py", line 558, in restore
    return super().restore(directory, *args, **kwargs)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 300, in restore
    restored = self._restore(directory, args=ckpt_args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 319, in _restore
    return self._handler.restore(directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/handlers/composite_checkpoint_handler.py", line 837, in restore
    restored[item_name] = handler.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/grain/_src/python/checkpoint_handlers.py", line 62, in restore
    raise ValueError(f"File {filename} does not exist.")
ValueError: File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/dataloader_state/process_7-of-12.json does not exist.
Running on 12 devices.
Counting all components: ['tokenizer', 'lam', 'dynamics']
Parameter counts:
{'tokenizer': 33750256, 'lam': 17229792, 'dynamics': 271932416, 'total': 322912464}
Traceback (most recent call last):
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar_jobs_3/train_dynamics.py", line 328, in <module>
    restored = checkpoint_manager.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/checkpoint_manager.py", line 1608, in restore
    restored = self._checkpointer.restore(restore_directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/async_checkpointer.py", line 558, in restore
    return super().restore(directory, *args, **kwargs)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 300, in restore
    restored = self._restore(directory, args=ckpt_args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/checkpointers/checkpointer.py", line 319, in _restore
    return self._handler.restore(directory, args=args)
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/orbax/checkpoint/_src/handlers/composite_checkpoint_handler.py", line 837, in restore
    restored[item_name] = handler.restore(
  File "/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/.venv/lib/python3.10/site-packages/grain/_src/python/checkpoint_handlers.py", line 62, in restore
    raise ValueError(f"File {filename} does not exist.")
ValueError: File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/causal/train_dynamics_causal_2_node/3373407/041000/dataloader_state/process_0-of-12.json does not exist.
wandb: 
wandb: 🚀 View run dynamics-causal-2-node-3373407 at: https://wandb.ai/instant-uv/jafar/runs/3388135
wandb: Find logs at: ../../../../../hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar_jobs_3/wandb/run-20250731_170531-3388135/logs
srun: error: hkn0811: task 2: Exited with exit code 1
srun: error: hkn0811: task 0: Exited with exit code 1
srun: error: hkn0812: tasks 4-6: Exited with exit code 1
srun: error: hkn0812: task 7: Exited with exit code 1
srun: error: hkn0811: tasks 1,3: Exited with exit code 1
srun: error: hkn0813: tasks 8,10-11: Exited with exit code 1
srun: error: hkn0813: task 9: Exited with exit code 1

============================= JOB FEEDBACK =============================

Job ID: 3388135
Cluster: hk
User/Group: tum_cte0515/hk-project-p0023960
Account: hk-project-p0023960
State: FAILED (exit code 1)
Partition: accelerated
Nodes: 3
Cores per node: 24
Nodelist: hkn[0811-0813]
CPU Utilized: 00:29:42
CPU Efficiency: 12.07% of 04:06:00 core-walltime
Job Wall-clock time: 00:03:25
Starttime: Thu Jul 31 17:03:39 2025
Endtime: Thu Jul 31 17:07:04 2025
Memory Utilized: 60.77 GB (estimated maximum)
Memory Efficiency: 0.00% of 0.00 MB (0.00 MB/node)
Energy Consumed: 332493 Joule / 92.3591666666667 Watthours
Average node power draw: 1621.91707317073 Watt