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This method not work with torch.compile #26

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Trgtuan10 opened this issue Feb 2, 2025 · 0 comments
Open

This method not work with torch.compile #26

Trgtuan10 opened this issue Feb 2, 2025 · 0 comments

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@Trgtuan10
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Trgtuan10 commented Feb 2, 2025 •
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I want to combine Distrifuser with torch compile but it doesn't work
pipeline.pipeline.unet = torch.compile(pipeline.pipeline.unet)

Here is error:

[00:00<?, ?it/s][rank0]:W0202 03:40:07.939000 7752 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0] Graph break from Tensor.item(), consider setting:
[rank0]:W0202 03:40:07.939000 7752 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0] torch._dynamo.config.capture_scalar_outputs = True
[rank0]:W0202 03:40:07.939000 7752 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0] or:
[rank0]:W0202 03:40:07.939000 7752 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0] env TORCHDYNAMO_CAPTURE_SCALAR_OUTPUTS=1
[rank0]:W0202 03:40:07.939000 7752 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0] to include these operations in the captured graph.
[rank0]:W0202 03:40:07.939000 7752 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0]
[rank0]:W0202 03:40:07.939000 7752 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0] Graph break: from user code at:
[rank0]:W0202 03:40:07.939000 7752 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0] File "/workspace/SD-parrallel/distrifuser/distrifuser/models/distri_sdxl_unet_pp.py", line 94, in forward
[rank0]:W0202 03:40:07.939000 7752 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0] static_inputs["timestep"][b] = timestep.item()
[rank0]:W0202 03:40:07.939000 7752 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0]
[rank0]:W0202 03:40:07.939000 7752 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0]
[rank1]:W0202 03:40:08.147000 7753 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0] Graph break from Tensor.item(), consider setting:
[rank1]:W0202 03:40:08.147000 7753 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0] torch._dynamo.config.capture_scalar_outputs = True
[rank1]:W0202 03:40:08.147000 7753 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0] or:
[rank1]:W0202 03:40:08.147000 7753 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0] env TORCHDYNAMO_CAPTURE_SCALAR_OUTPUTS=1
[rank1]:W0202 03:40:08.147000 7753 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0] to include these operations in the captured graph.
[rank1]:W0202 03:40:08.147000 7753 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0]
[rank1]:W0202 03:40:08.147000 7753 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0] Graph break: from user code at:
[rank1]:W0202 03:40:08.147000 7753 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0] File "/workspace/SD-parrallel/distrifuser/distrifuser/models/distri_sdxl_unet_pp.py", line 94, in forward
[rank1]:W0202 03:40:08.147000 7753 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0] static_inputs["timestep"][b] = timestep.item()
[rank1]:W0202 03:40:08.147000 7753 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0]
[rank1]:W0202 03:40:08.147000 7753 site-packages/torch/_dynamo/variables/tensor.py:776] [0/0]

Any idea to fix this?
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