nohup: ignoring input
W0908 09:31:40.935000 4132297 site-packages/torch/distributed/run.py:774] 
W0908 09:31:40.935000 4132297 site-packages/torch/distributed/run.py:774] *****************************************
W0908 09:31:40.935000 4132297 site-packages/torch/distributed/run.py:774] 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. 
W0908 09:31:40.935000 4132297 site-packages/torch/distributed/run.py:774] *****************************************
wandb: Appending key for api.wandb.ai to your netrc file: /home/yitongli/.netrc
wandb: Currently logged in as: liyitong (liyitong-Tsinghua University) to https://api.wandb.ai. Use `wandb login --relogin` to force relogin
wandb: Tracking run with wandb version 0.21.3
wandb: Run data is saved locally in ./output/wandb/run-20250908_093154-g6k5a9jv
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run fluent-field-871
wandb: ⭐️ View project at https://wandb.ai/liyitong-Tsinghua%20University/self-forcing
wandb: 🚀 View run at https://wandb.ai/liyitong-Tsinghua%20University/self-forcing/runs/g6k5a9jv
run dir: ./output/wandb/run-20250908_093154-g6k5a9jv/files
KV inference with 3 frames per block
KV inference with 3 frames per block
KV inference with 3 frames per block
KV inference with 3 frames per block
KV inference with 3 frames per block
KV inference with 3 frames per block
KV inference with 3 frames per block
KV inference with 3 frames per block
ODERegression initialized.
ODERegression initialized.
ODERegression initialized.
ODERegression initialized.
ODERegression initialized.
ODERegression initialized.
ODERegression initialized.
ODERegression initialized.
 cache a block wise causal mask with block size of 3 frames
BlockMask(shape=(1, 1, 32768, 32768), sparsity=42.52%, 
(0, 0)
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)
Start gathering distributed model states...
Start gathering distributed model states...
/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py:678: FutureWarning: FSDP.state_dict_type() and FSDP.set_state_dict_type() are being deprecated. Please use APIs, get_state_dict() and set_state_dict(), which can support different parallelisms, FSDP1, FSDP2, DDP. API doc: https://pytorch.org/docs/stable/distributed.checkpoint.html#torch.distributed.checkpoint.state_dict.get_state_dict .Tutorial: https://pytorch.org/tutorials/recipes/distributed_checkpoint_recipe.html .
  warnings.warn(
Start gathering distributed model states...
/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py:678: FutureWarning: FSDP.state_dict_type() and FSDP.set_state_dict_type() are being deprecated. Please use APIs, get_state_dict() and set_state_dict(), which can support different parallelisms, FSDP1, FSDP2, DDP. API doc: https://pytorch.org/docs/stable/distributed.checkpoint.html#torch.distributed.checkpoint.state_dict.get_state_dict .Tutorial: https://pytorch.org/tutorials/recipes/distributed_checkpoint_recipe.html .
  warnings.warn(
/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py:678: FutureWarning: FSDP.state_dict_type() and FSDP.set_state_dict_type() are being deprecated. Please use APIs, get_state_dict() and set_state_dict(), which can support different parallelisms, FSDP1, FSDP2, DDP. API doc: https://pytorch.org/docs/stable/distributed.checkpoint.html#torch.distributed.checkpoint.state_dict.get_state_dict .Tutorial: https://pytorch.org/tutorials/recipes/distributed_checkpoint_recipe.html .
  warnings.warn(
Start gathering distributed model states...
/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py:678: FutureWarning: FSDP.state_dict_type() and FSDP.set_state_dict_type() are being deprecated. Please use APIs, get_state_dict() and set_state_dict(), which can support different parallelisms, FSDP1, FSDP2, DDP. API doc: https://pytorch.org/docs/stable/distributed.checkpoint.html#torch.distributed.checkpoint.state_dict.get_state_dict .Tutorial: https://pytorch.org/tutorials/recipes/distributed_checkpoint_recipe.html .
  warnings.warn(
Start gathering distributed model states...
/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py:678: FutureWarning: FSDP.state_dict_type() and FSDP.set_state_dict_type() are being deprecated. Please use APIs, get_state_dict() and set_state_dict(), which can support different parallelisms, FSDP1, FSDP2, DDP. API doc: https://pytorch.org/docs/stable/distributed.checkpoint.html#torch.distributed.checkpoint.state_dict.get_state_dict .Tutorial: https://pytorch.org/tutorials/recipes/distributed_checkpoint_recipe.html .
  warnings.warn(
Start gathering distributed model states...
Start gathering distributed model states...
/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py:678: FutureWarning: FSDP.state_dict_type() and FSDP.set_state_dict_type() are being deprecated. Please use APIs, get_state_dict() and set_state_dict(), which can support different parallelisms, FSDP1, FSDP2, DDP. API doc: https://pytorch.org/docs/stable/distributed.checkpoint.html#torch.distributed.checkpoint.state_dict.get_state_dict .Tutorial: https://pytorch.org/tutorials/recipes/distributed_checkpoint_recipe.html .
  warnings.warn(
/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py:678: FutureWarning: FSDP.state_dict_type() and FSDP.set_state_dict_type() are being deprecated. Please use APIs, get_state_dict() and set_state_dict(), which can support different parallelisms, FSDP1, FSDP2, DDP. API doc: https://pytorch.org/docs/stable/distributed.checkpoint.html#torch.distributed.checkpoint.state_dict.get_state_dict .Tutorial: https://pytorch.org/tutorials/recipes/distributed_checkpoint_recipe.html .
  warnings.warn(
Start gathering distributed model states...
/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py:678: FutureWarning: FSDP.state_dict_type() and FSDP.set_state_dict_type() are being deprecated. Please use APIs, get_state_dict() and set_state_dict(), which can support different parallelisms, FSDP1, FSDP2, DDP. API doc: https://pytorch.org/docs/stable/distributed.checkpoint.html#torch.distributed.checkpoint.state_dict.get_state_dict .Tutorial: https://pytorch.org/tutorials/recipes/distributed_checkpoint_recipe.html .
  warnings.warn(
Model saved to ./output/2025-09-08-09-31-54.546544_seed6944469/checkpoint_model_000000/model.pt
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in main process
log video_0
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in main process
log video_0
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/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py:678: FutureWarning: FSDP.state_dict_type() and FSDP.set_state_dict_type() are being deprecated. Please use APIs, get_state_dict() and set_state_dict(), which can support different parallelisms, FSDP1, FSDP2, DDP. API doc: https://pytorch.org/docs/stable/distributed.checkpoint.html#torch.distributed.checkpoint.state_dict.get_state_dict .Tutorial: https://pytorch.org/tutorials/recipes/distributed_checkpoint_recipe.html .
  warnings.warn(
Model saved to ./output/2025-09-08-09-31-54.546544_seed6944469/checkpoint_model_000200/model.pt
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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Model saved to ./output/2025-09-08-09-31-54.546544_seed6944469/checkpoint_model_000400/model.pt
training step 400...

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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Model saved to ./output/2025-09-08-09-31-54.546544_seed6944469/checkpoint_model_000600/model.pt
training step 600...

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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Model saved to ./output/2025-09-08-09-31-54.546544_seed6944469/checkpoint_model_000800/model.pt
training step 800...

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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Model saved to ./output/2025-09-08-09-31-54.546544_seed6944469/checkpoint_model_001000/model.pt
training step 1000...

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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Model saved to ./output/2025-09-08-09-31-54.546544_seed6944469/checkpoint_model_001200/model.pt
training step 1200...

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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Model saved to ./output/2025-09-08-09-31-54.546544_seed6944469/checkpoint_model_001400/model.pt
training step 1400...

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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Model saved to ./output/2025-09-08-09-31-54.546544_seed6944469/checkpoint_model_001600/model.pt
training step 1600...

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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Model saved to ./output/2025-09-08-09-31-54.546544_seed6944469/checkpoint_model_001800/model.pt
training step 1800...

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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Model saved to ./output/2025-09-08-09-31-54.546544_seed6944469/checkpoint_model_002000/model.pt
training step 2000...

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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
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log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Start gathering distributed model states...
Model saved to ./output/2025-09-08-09-31-54.546544_seed6944469/checkpoint_model_002200/model.pt
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in main process
log video_0
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_1
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_2
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_3
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_4
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_5
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_6
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
log video_7
wandb: WARNING `fps` argument does not affect the frame rate of the video when providing a file path or raw bytes.
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W0908 21:58:13.132000 4132297 site-packages/torch/distributed/elastic/agent/server/api.py:723] Received Signals.SIGHUP death signal, shutting down workers
W0908 21:58:13.135000 4132297 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 4132394 closing signal SIGHUP
W0908 21:58:13.136000 4132297 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 4132395 closing signal SIGHUP
W0908 21:58:13.137000 4132297 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 4132396 closing signal SIGHUP
W0908 21:58:13.150000 4132297 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 4132397 closing signal SIGHUP
W0908 21:58:13.151000 4132297 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 4132398 closing signal SIGHUP
W0908 21:58:13.181000 4132297 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 4132399 closing signal SIGHUP
W0908 21:58:13.183000 4132297 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 4132400 closing signal SIGHUP
W0908 21:58:13.190000 4132297 site-packages/torch/distributed/elastic/multiprocessing/api.py:900] Sending process 4132401 closing signal SIGHUP
Traceback (most recent call last):
  File "/home/yitongli/miniconda3/envs/causvid/bin/torchrun", line 7, in <module>
    sys.exit(main())
  File "/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 357, in wrapper
    return f(*args, **kwargs)
  File "/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/run.py", line 901, in main
    run(args)
  File "/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/run.py", line 892, in run
    elastic_launch(
  File "/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/launcher/api.py", line 143, in __call__
    return launch_agent(self._config, self._entrypoint, list(args))
  File "/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/launcher/api.py", line 268, in launch_agent
    result = agent.run()
  File "/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/elastic/metrics/api.py", line 138, in wrapper
    result = f(*args, **kwargs)
  File "/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/elastic/agent/server/api.py", line 715, in run
    result = self._invoke_run(role)
  File "/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/elastic/agent/server/api.py", line 879, in _invoke_run
    time.sleep(monitor_interval)
  File "/home/yitongli/miniconda3/envs/causvid/lib/python3.10/site-packages/torch/distributed/elastic/multiprocessing/api.py", line 84, in _terminate_process_handler
    raise SignalException(f"Process {os.getpid()} got signal: {sigval}", sigval=sigval)
torch.distributed.elastic.multiprocessing.api.SignalException: Process 4132297 got signal: 1