call named_modules once per model prepare #3159
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Summary: Previously, dict(model.named_modules()) was called for every node in the model, which makes it very slow especially for LLMs which have large number of nodes. Hence, moved it outside such that it is only called once per model prepare. Differential Revision: D84389318
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/3159
Note: Links to docs will display an error until the docs builds have been completed. ❗ 1 Active SEVsThere are 1 currently active SEVs. If your PR is affected, please view them below: ✅ No FailuresAs of commit ade34e0 with merge base 8c6d754 ( This comment was automatically generated by Dr. CI and updates every 15 minutes. |
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Summary: Previously, dict(model.named_modules()) was called for every node in the model, which makes it very slow especially for LLMs which have large number of nodes. Hence, moved it outside such that it is only called once per model prepare.
Differential Revision: D84389318