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[Feature] Faster train with torch.compile #85

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merged 1 commit into from
Oct 30, 2023
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@okotaku okotaku commented Oct 30, 2023

Motivation

Use torch.compile. Del gradient_checkpointing.

Results (Optional)

Model total time
stable_diffusion_xl_pokemon_blip (fp16) 12 m 37 s
stable_diffusion_xl_pokemon_blip_fast 9 m 47 s

Note that stable_diffusion_xl_pokemon_blip_fast took a few minutes to compile. We will disregard it.

Checklist

Before PR:

  • Pre-commit or other linting tools are used to fix the potential lint issues.
  • Bug fixes are fully covered by unit tests, the case that causes the bug should be added in the unit tests.
  • The modification is covered by complete unit tests. If not, please add more unit test to ensure the correctness.
  • The documentation has been modified accordingly, like docstring or example tutorials.

@okotaku okotaku self-assigned this Oct 30, 2023
@okotaku okotaku merged commit 5786285 into main Oct 30, 2023
@okotaku okotaku deleted the feat/faster_train2 branch October 30, 2023 01:17
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