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[PyTorch] Fix inductor CPU masked() body codegen when result dtype is bool and operator is where by swolchok · Pull Request #138486 · pytorch/pytorch · GitHub
swolchok
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[PyTorch] Fix inductor CPU masked() body codegen when result dtype is bool and operator is where #138486
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… bool and operator is where In this case, it looks like we expect the body to be a VecMask (unify_mask_base_type is called by where()), but we don't make it a VecMask. Differential Revision: [D64702918](https://our.internmc.facebook.com/intern/diff/D64702918/) [ghstack-poisoned]
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/138486
Note: Links to docs will display an error until the docs builds have been completed. âś… No FailuresAs of commit 83b08e8 with merge base fb0da32 ( This comment was automatically generated by Dr. CI and updates every 15 minutes. |
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… bool and operator is where In this case, it looks like we expect the body to be a VecMask (unify_mask_base_type is called by where()), but we don't make it a VecMask. Differential Revision: [D64702918](https://our.internmc.facebook.com/intern/diff/D64702918/) ghstack-source-id: 249157267 Pull Request resolved: #138486
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This pull request was exported from Phabricator. Differential Revision: D64702918 |
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this should fix one of the inductor failures on #137426 . I need to figure out how to repro this issue without that PR and add a regression test. |
…lt dtype is bool and operator is where" In this case, it looks like we expect the body to be a VecMask (unify_mask_base_type is called by where()), but we don't make it a VecMask. Differential Revision: [D64702918](https://our.internmc.facebook.com/intern/diff/D64702918/) cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler amjames desertfire chauhang aakhundov [ghstack-poisoned]
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This pull request was exported from Phabricator. Differential Revision: D64702918 |
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… bool and operator is where Pull Request resolved: #138486 In this case, it looks like we expect the body to be a VecMask (unify_mask_base_type is called by where()), but we don't make it a VecMask. ghstack-source-id: 249215767 @exported-using-ghexport Differential Revision: [D64702918](https://our.internmc.facebook.com/intern/diff/D64702918/)
I could use help adding a test here. The failing input to constant_pad_nd on #137426 is tensor size (0, 3, 3) and pad=(1, 1, 1, 1, 1, 1). I brute-forced all sizes in range(3, 10) for dim 1 and 2 on main without finding a repro. |
swolchok
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Thanks for the fix. I think the changes in this PR looks good to me. But would like to study more about the failure.
It looks like body code generates a scalar var with bool dtype, and we mistake it as at::vec::Vectorized instead of at::vec::VecMask. It will be great to have a test case.
…lt dtype is bool and operator is where" In this case, it looks like we expect the body to be a VecMask (unify_mask_base_type is called by where()), but we didn't make it a VecMask. Now we do. Differential Revision: [D64702918](https://our.internmc.facebook.com/intern/diff/D64702918/) cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler amjames desertfire chauhang aakhundov [ghstack-poisoned]
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This pull request was exported from Phabricator. Differential Revision: D64702918 |
swolchok
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Oct 22, 2024
… bool and operator is where Pull Request resolved: #138486 In this case, it looks like we expect the body to be a VecMask (unify_mask_base_type is called by where()), but we don't make it a VecMask. ghstack-source-id: 249286941 @exported-using-ghexport Differential Revision: [D64702918](https://our.internmc.facebook.com/intern/diff/D64702918/)
done! |
…lt dtype is bool and operator is where" In this case, it looks like we expect the body to be a VecMask (unify_mask_base_type is called by where()), but we didn't make it a VecMask. Now we do. Differential Revision: [D64702918](https://our.internmc.facebook.com/intern/diff/D64702918/) cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler amjames desertfire chauhang aakhundov [ghstack-poisoned]
swolchok
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… bool and operator is where Pull Request resolved: #138486 In this case, it looks like we expect the body to be a VecMask (unify_mask_base_type is called by where()), but we don't make it a VecMask. ghstack-source-id: 249288078 @exported-using-ghexport Differential Revision: [D64702918](https://our.internmc.facebook.com/intern/diff/D64702918/)
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This pull request was exported from Phabricator. Differential Revision: D64702918 |
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LGTM. Thanks for the fix.
This was referenced Oct 22, 2024
This was referenced Oct 22, 2024
…lt dtype is bool and operator is where" In this case, it looks like we expect the body to be a VecMask (unify_mask_base_type is called by where()), but we didn't make it a VecMask. Now we do. Differential Revision: [D64702918](https://our.internmc.facebook.com/intern/diff/D64702918/) cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler amjames desertfire chauhang aakhundov [ghstack-poisoned]
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This pull request was exported from Phabricator. Differential Revision: D64702918 |
This was referenced Oct 22, 2024
malfet
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Oct 24, 2024
pytorchmergebot
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This issue is one of two inductor bugs blocking land of #137426. Turned out to be simple Differential Revision: [D64734116](https://our.internmc.facebook.com/intern/diff/D64734116/) Pull Request resolved: #138542 Approved by: https://github.com/jgong5, https://github.com/malfet ghstack dependencies: #138486 Co-authored-by: leslie-fang-intel <leslie.fang@intel.com>
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These are ternary ops, not binary ops. Differential Revision: [D64794253](https://our.internmc.facebook.com/intern/diff/D64794253/) Pull Request resolved: #138655 Approved by: https://github.com/jgong5, https://github.com/malfet ghstack dependencies: #138486, #138542
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The size of the destination array was too small. Differential Revision: [D64843491](https://our.internmc.facebook.com/intern/diff/D64843491/) Pull Request resolved: #138716 Approved by: https://github.com/jgong5, https://github.com/malfet ghstack dependencies: #138486, #138542, #138655
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Oct 24, 2024
There is no guarantee that `len` here is enough for a full vector. This was causing at least one test failure on #137426. Differential Revision: [D64857786](https://our.internmc.facebook.com/intern/diff/D64857786/) Pull Request resolved: #138744 Approved by: https://github.com/jgong5, https://github.com/malfet ghstack dependencies: #138486, #138542, #138655, #138716
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Oct 26, 2024
The correct vector length for ARM64 is 128 bits (16 bytes). We were previously using double this, apparently just because that would be the same length as AVX2. Differential Revision: [D63984039](https://our.internmc.facebook.com/intern/diff/D63984039/) Pull Request resolved: #137426 Approved by: https://github.com/jgong5, https://github.com/malfet ghstack dependencies: #138486, #138542, #138655, #138716, #138744
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release notes: inductor
topic: bug fixes
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Stack from ghstack (oldest at bottom):
In this case, it looks like we expect the body to be a VecMask (unify_mask_base_type is called by where()), but we didn't make it a VecMask. Now we do.
Differential Revision: D64702918
cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyang78 @kadeng @muchulee8 @ColinPeppler @amjames @desertfire @chauhang @aakhundov