vipshop / vipshop/cache-dit

torchrun --nproc_per_node=8 generate.py wan2.2_i2v --parallel ulysses_tp --ulysses-anything --num-frames 81 --model-path /sse_ard/pretrained_models/Wan2.2-I2V-A14B-Diffusers --cache --num_inference_steps 2 --track-memory

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Description

[rank3]: File "/usr/local/lib/python3.10/dist-packages/diffusers/models/_modeling_parallel.py", line 123, in setup
[rank3]: self._ring_mesh = self._mesh["ring"]
[rank3]: File "/usr/local/lib/python3.10/dist-packages/torch/distributed/device_mesh.py", line 712, in getitem
[rank3]: slice_mesh_dims = _mesh_resources._get_slice_mesh_dims(
[rank3]: File "/usr/local/lib/python3.10/dist-packages/torch/distributed/device_mesh.py", line 295, in _get_slice_mesh_dims
[rank3]: raise RuntimeError("Cannot create a submesh from a submesh.")
[rank3]: RuntimeError: Cannot create a submesh from a submesh.

usp + tp好像不支持?

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Research direction

Reproduce the command in generate.py with --parallel ulysses_tp and --ulysses-anything, then inspect the traceback around diffusers/models/_modeling_parallel.py:123 and PyTorch device_mesh.py. Determine whether USP and tensor parallelism are supported together; done should be a confirmed diagnosis and a project-level resolution or documented limitation.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch
Domain
distributed-systems, machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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