[tab] /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/logs/logs_mihir/yoloruns/train_dynamics_overfit_sample_causal_3365876.log (log)
#!/usr/bin/env bash

#SBATCH --nodes=1
#SBATCH --ntasks-per-node=1
#SBATCH --time=48:00:00
#SBATCH --partition=accelerated
#SBATCH --cpus-per-task=5
#SBATCH --gres=gpu:1
#SBATCH --output=/hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/logs/logs_mihir/yoloruns/%x_%j.log
#SBATCH --error=/hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/logs/logs_mihir/yoloruns/%x_%j.log
#SBATCH --job-name=train_dynamics_overfit_sample_causal

# 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=$SLURM_JOB_NAME
slurm_job_id=$SLURM_JOB_ID

CHECKPOINT_DIR=$ws_dir/checkpoints/causal/overfit/$job_name/$slurm_job_id
mkdir -p $CHECKPOINT_DIR

tokenizer_ckpt_dir=/hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/big-runs/tokenizer-lr-scaling/train_tokenizer_lr_sweep_1e-4

env | grep SLURM

srun python train_dynamics.py \
    --save_ckpt \
    --num_steps=100000 \
    --warmup_steps=0 \
    --wsd_decay_steps=0 \
    --ckpt_dir $CHECKPOINT_DIR \
    --batch_size=1 \
    --init_lr=1e-3 \
    --max_lr=1e-3 \
    --log_image_interval=1000 \
    --log \
    --log_checkpoint_interval=1000 \
    --name=dynamics-causal-overfit-$slurm_job_id \
    --tags dynamics causal overfit \
    --entity instant-uv \
    --project jafar \
    --tokenizer_checkpoint=$tokenizer_ckpt_dir \
    --data_dir $array_records_dir \
    --dyna_dim=128 \
    --dyna_num_blocks=2 \
    --dyna_num_heads=4
 SLURM_STEP_NUM_TASKS=1
SLURM_JOB_USER=tum_cte0515
SLURM_TASKS_PER_NODE=1
SLURM_JOB_UID=999226
SLURM_TASK_PID=123422
SLURM_JOB_GPUS=0
SLURM_LOCALID=0
SLURM_SUBMIT_DIR=/hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar
SLURMD_NODENAME=hkn0504
SLURM_JOB_START_TIME=1753167338
SLURM_STEP_NODELIST=hkn0509
SLURM_CLUSTER_NAME=hk
SLURM_JOB_END_TIME=1753340138
SLURM_PMI2_SRUN_PORT=37095
SLURM_CPUS_ON_NODE=6
SLURM_JOB_CPUS_PER_NODE=6
SLURM_GPUS_ON_NODE=1
SLURM_GTIDS=0
SLURM_JOB_PARTITION=accelerated
SLURM_TRES_PER_TASK=cpu=5
SLURM_OOM_KILL_STEP=0
SLURM_JOB_NUM_NODES=1
SLURM_STEPID=4294967290
SLURM_JOBID=3365876
SLURM_PTY_PORT=45775
SLURM_JOB_QOS=normal
SLURM_LAUNCH_NODE_IPADDR=10.0.7.198
SLURM_PTY_WIN_ROW=35
SLURM_PMI2_PROC_MAPPING=(vector,(0,1,1))
SLURMD_DEBUG=2
SLURM_PROCID=0
SLURM_CPUS_PER_TASK=5
SLURM_NTASKS=1
SLURM_TOPOLOGY_ADDR=hkibb.hkibbi1.hkibbi1e10.hkn0504
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=197
SLURM_NODELIST=hkn0504
SLURM_SRUN_COMM_PORT=37971
SLURM_STEP_ID=4294967290
SLURM_JOB_ACCOUNT=hk-project-p0023960
SLURM_PRIO_PROCESS=0
SLURM_NPROCS=1
SLURM_NNODES=1
SLURM_SUBMIT_HOST=hkn0509.localdomain
SLURM_JOB_ID=3365876
SLURM_NODEID=0
SLURM_STEP_NUM_NODES=1
SLURM_STEP_TASKS_PER_NODE=1
SLURM_MPI_TYPE=pmi2
SLURM_PMI2_STEP_NODES=hkn0509
SLURM_CONF=/etc/slurm/slurm.conf
SLURM_JOB_NAME=train_dynamics_overfit_sample_causal
SLURM_NTASKS_PER_NODE=1
SLURM_STEP_LAUNCHER_PORT=37971
SLURM_JOB_GID=502226
SLURM_JOB_NODELIST=hkn0504
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 `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)
2025-07-22 08:56:35.404401: 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.
2025-07-22 08:56:47.137544: 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.
2025-07-22 08:57:07.558531: 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/wandb/run-20250722_085711-j7t44wox
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run dynamics-causal-overfit-3365876
wandb: ⭐️ View project at https://wandb.ai/instant-uv/jafar
wandb: 🚀 View run at https://wandb.ai/instant-uv/jafar/runs/j7t44wox
WARNING:absl:Missing metrics for step 40000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/big-runs/tokenizer-lr-scaling/train_tokenizer_lr_sweep_1e-4/040000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 120000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/big-runs/tokenizer-lr-scaling/train_tokenizer_lr_sweep_1e-4/120000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 60000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/big-runs/tokenizer-lr-scaling/train_tokenizer_lr_sweep_1e-4/060000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 80000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/big-runs/tokenizer-lr-scaling/train_tokenizer_lr_sweep_1e-4/080000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 144000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/big-runs/tokenizer-lr-scaling/train_tokenizer_lr_sweep_1e-4/144000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 20000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/big-runs/tokenizer-lr-scaling/train_tokenizer_lr_sweep_1e-4/020000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 100000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/big-runs/tokenizer-lr-scaling/train_tokenizer_lr_sweep_1e-4/100000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 140000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/big-runs/tokenizer-lr-scaling/train_tokenizer_lr_sweep_1e-4/140000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 145000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/big-runs/tokenizer-lr-scaling/train_tokenizer_lr_sweep_1e-4/145000/metrics/metrics not found.
WARNING:absl:Missing metrics for step 146000
ERROR:absl:File /hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/big-runs/tokenizer-lr-scaling/train_tokenizer_lr_sweep_1e-4/146000/metrics/metrics not found.
2025-07-22 08:58:07.377714: 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.
2025-07-22 08:58:07.378196: 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.
2025-07-22 08:58:07.380092: 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.
2025-07-22 08:58:07.380114: 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.
2025-07-22 08:58:07.380997: 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.
Running on 1 devices.
Counting all components: ['tokenizer', 'lam', 'dynamics']
Parameter counts:
{'tokenizer': 37989616, 'lam': 19349472, 'dynamics': 583168, 'total': 57922256}
Step 0, loss: 9.376337051391602
Step 1, loss: 9.26114559173584
Step 2, loss: 8.204299926757812
Step 3, loss: 7.737223148345947
Step 4, loss: 7.548656940460205
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Step 6, loss: 7.3090386390686035
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Step 15, loss: 6.556858062744141
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Saved checkpoint at step 100000
wandb: 
wandb: 🚀 View run dynamics-causal-overfit-3365876 at: https://wandb.ai/instant-uv/jafar/runs/j7t44wox
wandb: Find logs at: ../../../../../hkfs/home/project/hk-project-p0023960/tum_cte0515/Projects/jafar/wandb/run-20250722_085711-j7t44wox/logs

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

Job ID: 3365876
Cluster: hk
User/Group: tum_cte0515/hk-project-p0023960
Account: hk-project-p0023960
State: COMPLETED (exit code 0)
Partition: accelerated
Nodes: 1
Cores per node: 6
Nodelist: hkn0504
CPU Utilized: 01:13:22
CPU Efficiency: 12.21% of 10:00:42 core-walltime
Job Wall-clock time: 01:40:07
Starttime: Tue Jul 22 08:55:38 2025
Endtime: Tue Jul 22 10:35:45 2025
Memory Utilized: 3.95 GB
Memory Efficiency: 0.00% of 0.00 MB
Energy Consumed: 5123437 Joule / 1423.17694444444 Watthours
Average node power draw: 852.911103712336 Watt