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Except `pyproject.toml`, all changes are generated by `lintrunner -a --take UFMT --all-files`.\n\nX-link: https://github.com/pytorch/pytorch/pull/127122\nApproved by: https://github.com/kit1980\n\nReviewed By: PaliC\n\nDifferential Revision: D57837972\n\nfbshipit-source-id: f240582058fc74142d26ea85f919b770f2bd5331","shortMessageHtmlLink":"fix typo for <code>usort</code> config in <code>pyproject.toml</code>"}},{"before":"d5d27628ddd374143bdca3aafb0c1d5d95180b2e","after":"23aa052a40532af3ae390e3a8a82707414fc5ba7","ref":"refs/heads/main","pushedAt":"2024-05-28T16:20:24.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"facebook-github-bot","name":"Facebook Community Bot","path":"/facebook-github-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/6422482?s=80&v=4"},"commit":{"message":"Deprecate device-specific GradScaler autocast API (#126527)\n\nSummary:\n# Motivation\n\n## for `torch.amp.GradScaler`,\n- `torch.cpu.amp.GradScaler(args...)` is completely equivalent to `torch. amp.GradScaler(\"cpu\", args...)`.\n- `torch.cuda.amp.GradScaler(args...)` is completely equivalent to `torch.amp.GradScaler(\"cuda\", args...)`.\n\nSo, we intend to depreate them and **strongly recommend** developer to use `torch.amp.GradScaler`.\n\n## for `custom_fwd` and `custom_bwd`,\nthis is a good solution to make the custom function run with or without effect even in an autocast-enabled region and can be shared by other backends, like CPU and XPU.\nSo we generalize it to be device-agnostic and put them int `torch/amp/autocast_mode.py` and re-expose to `torch.amp.custom_fwd` and `torch.amp.custom_bwd`. Meanwhile, we deprecate `torch.cuda.amp.custom_fwd` and `torch.cuda.amp.custom_bwd`.\n\n# Additional Context\nAdd UT to cover the deprecated warning.\nNo need for more UTs to cover the functionality of `torch.amp.custom_f/bwd`, the existing UTs that previously covered the functionality of `torch.cuda.amp.custom_f/bwd` can cover them.\nTo facilitate the review, we separate these code changes to two PRs. The first PR cover `torch.amp.GradScaler`. The follow-up covers `custom_fwd` and `custom_bwd`.\n\nX-link: https://github.com/pytorch/pytorch/pull/126527\nApproved by: https://github.com/jgong5, https://github.com/gujinghui, https://github.com/janeyx99, https://github.com/EikanWang\n\nReviewed By: PaliC\n\nDifferential Revision: D57838085\n\nfbshipit-source-id: 09a29e2535e66643d212276779605c573391666f","shortMessageHtmlLink":"Deprecate device-specific GradScaler autocast API (#126527)"}}],"hasNextPage":true,"hasPreviousPage":false,"activityType":"all","actor":null,"timePeriod":"all","sort":"DESC","perPage":30,"cursor":"djE6ks8AAAAEWdDv2AA","startCursor":null,"endCursor":null}},"title":"Activity · pytorch/benchmark"}