Trigger symfloat specialization in argument binding code #139454
Closed
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
…lse rollout [ghstack-poisoned]
This was referenced Nov 1, 2024
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/139454
Note: Links to docs will display an error until the docs builds have been completed. ✅ No FailuresAs of commit 4cec4b9 with merge base e6ff07f ( This comment was automatically generated by Dr. CI and updates every 15 minutes. |
This was referenced Nov 1, 2024
…ze_float=False rollout" One day we will handle these cases via dynamo tensorify passes but for now we need to specialize. These changes in particular fix the test `python test/inductor/test_torchinductor.py CpuTests.test_upsample_cat_conv_cpu` when `specialize_float=False` [ghstack-poisoned]
bobrenjc93
requested review from
albanD,
jbschlosser and
mikaylagawarecki
as code owners
This was referenced Nov 1, 2024
…ze_float=False rollout" One day we will handle these cases via dynamo tensorify passes but for now we need to specialize. These changes in particular fix the test `python test/inductor/test_torchinductor.py CpuTests.test_upsample_cat_conv_cpu` when `specialize_float=False` cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx chenyang78 kadeng chauhang amjames [ghstack-poisoned]
…ze_float=False rollout" One day we will handle these cases via dynamo tensorify passes but for now we need to specialize. These changes in particular fix the test `python test/inductor/test_torchinductor.py CpuTests.test_upsample_cat_conv_cpu` when `specialize_float=False` cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx chenyang78 kadeng chauhang amjames [ghstack-poisoned]
…ze_float=False rollout" One day we will handle these cases via dynamo tensorify passes but for now we need to specialize. These changes in particular fix the test `python test/inductor/test_torchinductor.py CpuTests.test_upsample_cat_conv_cpu` when `specialize_float=False` cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx chenyang78 kadeng chauhang amjames [ghstack-poisoned]
…ze_float=False rollout" One day we will handle these cases via dynamo tensorify passes but for now we need to specialize. These changes in particular fix the test `python test/inductor/test_torchinductor.py CpuTests.test_upsample_cat_conv_cpu` when `specialize_float=False` cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx chenyang78 kadeng chauhang amjames [ghstack-poisoned]
…ze_float=False rollout" One day we will handle these cases via dynamo tensorify passes but for now we need to specialize. These changes in particular fix the test `python test/inductor/test_torchinductor.py CpuTests.test_upsample_cat_conv_cpu` when `specialize_float=False` cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx chenyang78 kadeng chauhang amjames [ghstack-poisoned]
…ze_float=False rollout" One day we will handle these cases via dynamo tensorify passes but for now we need to specialize. These changes in particular fix the test `python test/inductor/test_torchinductor.py CpuTests.test_upsample_cat_conv_cpu` when `specialize_float=False` cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx chenyang78 kadeng chauhang amjames [ghstack-poisoned]
…ze_float=False rollout" One day we will handle these cases via dynamo tensorify passes but for now we need to specialize. These changes in particular fix the test `python test/inductor/test_torchinductor.py CpuTests.test_upsample_cat_conv_cpu` when `specialize_float=False` cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng wenzhe-nrv jiayisunx chenyang78 kadeng chauhang amjames [ghstack-poisoned]
pytorchmergebot
pushed a commit
that referenced
this pull request
Nov 7, 2024
Fixes `PYTORCH_OPINFO_SAMPLE_INPUT_INDEX=7 python test/inductor/test_torchinductor_opinfo.py TestInductorOpInfoCPU.test_comprehensive_linalg_norm_cpu_float16` when `specialize_float=False` Pull Request resolved: #139896 Approved by: https://github.com/ezyang ghstack dependencies: #139569, #139457, #139568, #139572, #139846, #139454
pytorchmergebot
pushed a commit
that referenced
this pull request
Nov 7, 2024
Fixes `PYTORCH_TEST_WITH_DYNAMO=1 python test/test_torch.py TestTorchDeviceTypeCPU.test_gradient_type_promotion_cpu` when `specialize_float=False` Reviewers might wonder why we need to have this whitelist. Can't we rely on python_arg_parser.h to do the specialization generically? Alas this path doesn't actually FFI to C++ so we do need to do the specialization in pythonland. Pull Request resolved: #139935 Approved by: https://github.com/ezyang ghstack dependencies: #139569, #139457, #139568, #139572, #139846, #139454, #139896
pytorchmergebot
pushed a commit
that referenced
this pull request
Nov 9, 2024
This fix was a bit more involved: 1) It fixes a item_memo loss place. 2) It updates a test to be eager instead of aot_eager since it reveals a very obscure bug related to replacements that's not worth solving since in practice inductor will regenerate the runtime asserts anyways 3) It updates tensorify to specialize more places now that the aforementioned bug is fixed. Fixes `PYTORCH_OPINFO_SAMPLE_INPUT_INDEX=6 python test/inductor/test_torchinductor_opinfo.py TestInductorOpInfoCPU.test_comprehensive_linalg_norm_cpu_float16` when `specialize_float=False` while ensuring `python test/dynamo/test_dynamic_shapes.py DynamicShapesMiscTests.test_runtime_assert_replacement_dynamic_shapes` doesn't regress Pull Request resolved: #139587 Approved by: https://github.com/ezyang ghstack dependencies: #139569, #139457, #139568, #139572, #139846, #139454, #139896, #139935
pytorchmergebot
pushed a commit
that referenced
this pull request
Nov 9, 2024
Fixes `PYTORCH_TEST_WITH_INDUCTOR=1 tlp python test/test_torch.py TestTorchDeviceTypeCUDA.test_cauchy_cuda_float64` when specialize_float=False Pull Request resolved: #139583 Approved by: https://github.com/ezyang ghstack dependencies: #139569, #139457, #139568, #139572, #139846, #139454, #139896, #139935, #139587
pobin6
pushed a commit
to pobin6/pytorch
that referenced
this pull request
Dec 5, 2024
) Fixes the test `python test/inductor/test_torchinductor.py CpuTests.test_upsample_cat_conv_cpu` when `specialize_float=False` Pull Request resolved: pytorch#139454 Approved by: https://github.com/ezyang ghstack dependencies: pytorch#139569, pytorch#139457, pytorch#139568, pytorch#139572, pytorch#139846
pobin6
pushed a commit
to pobin6/pytorch
that referenced
this pull request
Dec 5, 2024
Fixes `PYTORCH_OPINFO_SAMPLE_INPUT_INDEX=7 python test/inductor/test_torchinductor_opinfo.py TestInductorOpInfoCPU.test_comprehensive_linalg_norm_cpu_float16` when `specialize_float=False` Pull Request resolved: pytorch#139896 Approved by: https://github.com/ezyang ghstack dependencies: pytorch#139569, pytorch#139457, pytorch#139568, pytorch#139572, pytorch#139846, pytorch#139454
pobin6
pushed a commit
to pobin6/pytorch
that referenced
this pull request
Dec 5, 2024
…139935) Fixes `PYTORCH_TEST_WITH_DYNAMO=1 python test/test_torch.py TestTorchDeviceTypeCPU.test_gradient_type_promotion_cpu` when `specialize_float=False` Reviewers might wonder why we need to have this whitelist. Can't we rely on python_arg_parser.h to do the specialization generically? Alas this path doesn't actually FFI to C++ so we do need to do the specialization in pythonland. Pull Request resolved: pytorch#139935 Approved by: https://github.com/ezyang ghstack dependencies: pytorch#139569, pytorch#139457, pytorch#139568, pytorch#139572, pytorch#139846, pytorch#139454, pytorch#139896
pobin6
pushed a commit
to pobin6/pytorch
that referenced
this pull request
Dec 5, 2024
…h#139587) This fix was a bit more involved: 1) It fixes a item_memo loss place. 2) It updates a test to be eager instead of aot_eager since it reveals a very obscure bug related to replacements that's not worth solving since in practice inductor will regenerate the runtime asserts anyways 3) It updates tensorify to specialize more places now that the aforementioned bug is fixed. Fixes `PYTORCH_OPINFO_SAMPLE_INPUT_INDEX=6 python test/inductor/test_torchinductor_opinfo.py TestInductorOpInfoCPU.test_comprehensive_linalg_norm_cpu_float16` when `specialize_float=False` while ensuring `python test/dynamo/test_dynamic_shapes.py DynamicShapesMiscTests.test_runtime_assert_replacement_dynamic_shapes` doesn't regress Pull Request resolved: pytorch#139587 Approved by: https://github.com/ezyang ghstack dependencies: pytorch#139569, pytorch#139457, pytorch#139568, pytorch#139572, pytorch#139846, pytorch#139454, pytorch#139896, pytorch#139935
pobin6
pushed a commit
to pobin6/pytorch
that referenced
this pull request
Dec 5, 2024
Fixes `PYTORCH_TEST_WITH_INDUCTOR=1 tlp python test/test_torch.py TestTorchDeviceTypeCUDA.test_cauchy_cuda_float64` when specialize_float=False Pull Request resolved: pytorch#139583 Approved by: https://github.com/ezyang ghstack dependencies: pytorch#139569, pytorch#139457, pytorch#139568, pytorch#139572, pytorch#139846, pytorch#139454, pytorch#139896, pytorch#139935, pytorch#139587
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Stack from ghstack (oldest at bottom):
Fixes the test
python test/inductor/test_torchinductor.py CpuTests.test_upsample_cat_conv_cpuwhenspecialize_float=Falsecc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @kadeng @chauhang @amjames