siliconflow / onediff

OneDiff: An out-of-the-box acceleration library for diffusion models.
https://github.com/siliconflow/onediff/wiki
Apache License 2.0
1.71k stars 105 forks source link

Fix diffusers attention register #1131

Closed lixiang007666 closed 2 weeks ago

lixiang007666 commented 3 weeks ago

This PR is done:

Summary by CodeRabbit

coderabbitai[bot] commented 3 weeks ago

Walkthrough

The changes in this pull request involve modifications to the Attention class's forward method in the attention_processor_oflow.py file. A check has been added to replace the current processor with a default AttnProcessor if the processor is an instance of DiffusersAttnProcessor or DiffusersAttnProcessor2_0. Additionally, necessary import statements for these classes from the diffusers.models.attention_processor module have been included. The text_to_image_sdxl_enterprise.py script has also been updated to enhance argument parsing and model compilation options.

Changes

File Change Summary
src/infer_compiler_registry/register_diffusers/attention_processor_oflow.py - Modified forward method to include a check for DiffusersAttnProcessor and DiffusersAttnProcessor2_0.
- Added import statements for AttnProcessor and AttnProcessor2_0.
onediff_diffusers_extensions/examples/text_to_image_sdxl_enterprise.py - Added --compile_text_encoder and --graph arguments in parse_args() function.
- Updated logic to handle new arguments for model compilation.

Assessment against linked issues

Objective Addressed Explanation
Fix TypeError in attention processing (#1105)

🐇 In the meadow, where the bunnies play,
A new processor hops in, to brighten the day.
With attention so keen, it’s ready to flow,
Replacing the old, making magic to show!
Let’s cheer for the change, with a jump and a twirl,
For in this code garden, our dreams can unfurl!
🌼✨


📜 Recent review details **Configuration used: CodeRabbit UI** **Review profile: CHILL**
📥 Commits Reviewing files that changed from the base of the PR and between 8e294b2dbdc5f89781b85904d91380e0ca75cc5a and da0702619bfb091cc9f1e3d111faf15bad7cd730.
📒 Files selected for processing (1) * `onediff_diffusers_extensions/examples/text_to_image_sdxl_enterprise.py` (0 hunks)
💤 Files with no reviewable changes (1) * onediff_diffusers_extensions/examples/text_to_image_sdxl_enterprise.py

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