Specialize symfloats that flow through is_integer #139572
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This was referenced Nov 3, 2024
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/139572
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This was referenced Nov 3, 2024
…bda" Fixes `python test/dynamo/test_dynamic_shapes.py DynamicShapesFunctionTests.test_number_method_method_is_integer_num_type6_dynamic_shapes` when specialize_float = False [ghstack-poisoned]
bobrenjc93
changed the title
Fixes `python test/dynamo/test_dynamic_shapes.py DynamicShapesFunctionTests.test_number_method_method_is_integer_num_type6_dynamic_shapes` when specialize_float = False [ghstack-poisoned]
Fixes `python test/dynamo/test_dynamic_shapes.py DynamicShapesFunctionTests.test_number_method_method_is_integer_num_type6_dynamic_shapes` when specialize_float = False [ghstack-poisoned]
bobrenjc93
changed the title
bobrenjc93
changed the title
Fixes `python test/dynamo/test_dynamic_shapes.py DynamicShapesFunctionTests.test_number_method_method_is_integer_num_type6_dynamic_shapes` when specialize_float = False cc ezyang SherlockNoMad EikanWang jgong5 wenzhe-nrv voznesenskym penguinwu Guobing-Chen XiaobingSuper zhuhaozhe blzheng jiayisunx chenyang78 kadeng chauhang amjames [ghstack-poisoned]
Fixes `python test/dynamo/test_dynamic_shapes.py DynamicShapesFunctionTests.test_number_method_method_is_integer_num_type6_dynamic_shapes` when specialize_float = False cc ezyang SherlockNoMad EikanWang jgong5 wenzhe-nrv voznesenskym penguinwu Guobing-Chen XiaobingSuper zhuhaozhe blzheng jiayisunx chenyang78 kadeng chauhang amjames [ghstack-poisoned]
Fixes `python test/dynamo/test_dynamic_shapes.py DynamicShapesFunctionTests.test_number_method_method_is_integer_num_type6_dynamic_shapes` when specialize_float = False cc ezyang SherlockNoMad EikanWang jgong5 wenzhe-nrv voznesenskym penguinwu Guobing-Chen XiaobingSuper zhuhaozhe blzheng jiayisunx chenyang78 kadeng chauhang amjames [ghstack-poisoned]
pobin6
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Dec 5, 2024
…ch#139846) Fixes `PYTORCH_TEST_WITH_INDUCTOR=1 tlp python test/test_torch.py TestTorchDeviceTypeCPU.test_cauchy_cpu_float64` when `specialize_float=False` Pull Request resolved: pytorch#139846 Approved by: https://github.com/ruidazeng, https://github.com/ezyang ghstack dependencies: pytorch#139569, pytorch#139457, pytorch#139568, pytorch#139572
pobin6
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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
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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
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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
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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
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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
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Stack from ghstack (oldest at bottom):
Fixes
python test/dynamo/test_dynamic_shapes.py DynamicShapesFunctionTests.test_number_method_method_is_integer_num_type6_dynamic_shapeswhen specialize_float = Falsecc @ezyang @SherlockNoMad @EikanWang @jgong5 @wenzhe-nrv @voznesenskym @penguinwu @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @jiayisunx @chenyang78 @kadeng @chauhang @amjames