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Fix asserts in tests #72864

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@H-Huang H-Huang commented Feb 15, 2022 •
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Stack from ghstack:

Fixes #72860

Differential Revision: D34246987
@H-Huang
Fix asserts in tests
5541967 
[ghstack-poisoned]
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@facebook-github-bot facebook-github-bot commented Feb 15, 2022 •
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💊 CI failures summary and remediations

As of commit f16f9cc (more details on the Dr. CI page):

  • 6/11 failures introduced in this PR
  • 5/11 broken upstream at merge base 25f9fe2 on Feb 07 from 11:53am to 7:44pm

🕵️ 6 new failures recognized by patterns

The following CI failures do not appear to be due to upstream breakages:

See GitHub Actions build linux-xenial-py3.7-gcc5.4 / test (backwards_compat, 1, 1, linux.2xlarge) (1/6)

Step: "Test" (full log | diagnosis details | 🔁 rerun)

2022-02-15T18:37:17.6333413Z The PR is introduc...m to confirm whether this change is wanted or not. 
2022-02-15T18:37:17.6317887Z processing existing schema:  text(__torch__.torch.classes.profiling.SourceRef _0) -> (str _0)
2022-02-15T18:37:17.6319436Z processing existing schema:  count(__torch__.torch.classes.profiling.InstructionStats _0) -> (int _0)
2022-02-15T18:37:17.6321011Z processing existing schema:  duration_ns(__torch__.torch.classes.profiling.InstructionStats _0) -> (int _0)
2022-02-15T18:37:17.6322833Z processing existing schema:  source(__torch__.torch.classes.profiling.SourceStats _0) -> (__torch__.torch.classes.profiling.SourceRef _0)
2022-02-15T18:37:17.6325122Z processing existing schema:  line_map(__torch__.torch.classes.profiling.SourceStats _0) -> (Dict(int, __torch__.torch.classes.profiling.InstructionStats) _0)
2022-02-15T18:37:17.6326088Z processing existing schema:  __init__(__torch__.torch.classes.profiling._ScriptProfile _0) -> (NoneType _0)
2022-02-15T18:37:17.6327928Z processing existing schema:  enable(__torch__.torch.classes.profiling._ScriptProfile _0) -> (NoneType _0)
2022-02-15T18:37:17.6329495Z processing existing schema:  disable(__torch__.torch.classes.profiling._ScriptProfile _0) -> (NoneType _0)
2022-02-15T18:37:17.6331989Z processing existing schema:  _dump_stats(__torch__.torch.classes.profiling._ScriptProfile _0) -> (__torch__.torch.classes.profiling.SourceStats[] _0)
2022-02-15T18:37:17.6333069Z processing existing schema:  __init__(__torch__.torch.classes.dist_rpc.WorkerInfo _0, str _1, int _2) -> (NoneType _0)
2022-02-15T18:37:17.6333413Z The PR is introducing backward incompatible changes to the operator library. Please contact PyTorch team to confirm whether this change is wanted or not. 
2022-02-15T18:37:17.6333435Z 
2022-02-15T18:37:17.6333538Z Broken ops: [
2022-02-15T18:37:17.6333930Z 	aten::index_copy.out(Tensor self, int dim, Tensor index, Tensor source, *, Tensor(a!) out) -> (Tensor(a!))
2022-02-15T18:37:17.6334011Z ]
2022-02-15T18:37:17.7175382Z + cleanup
2022-02-15T18:37:17.7175502Z + retcode=1
2022-02-15T18:37:17.7175612Z + set +x
2022-02-15T18:37:17.7212320Z ##[error]Process completed with exit code 1.
2022-02-15T18:37:17.7239869Z ##[group]Run # Ensure the working directory gets chowned back to the current user
2022-02-15T18:37:17.7240027Z �[36;1m# Ensure the working directory gets chowned back to the current user�[0m

See GitHub Actions build linux-xenial-py3.7-clang7-asan / test (default, 1, 3, linux.2xlarge) (2/6)

Step: "Test" (full log | diagnosis details | 🔁 rerun)

2022-02-15T21:35:22.2990868Z FAIL [0.051s]: tes...eg_view_cat_cpu_float64 (__main__.TestMathBitsCPU) 
2022-02-15T21:35:22.2989043Z   File "/opt/conda/lib/python3.7/site-packages/torch/testing/_comparison.py", line 1081, in assert_equal
2022-02-15T21:35:22.2989299Z     raise error_metas[0].to_error()
2022-02-15T21:35:22.2989560Z AssertionError: Tensor-likes are not close!
2022-02-15T21:35:22.2989697Z 
2022-02-15T21:35:22.2989768Z Mismatched elements: 1 / 1 (100.0%)
2022-02-15T21:35:22.2990067Z Greatest absolute difference: 1.0 at index 0 (up to 1e-05 allowed)
2022-02-15T21:35:22.2990395Z Greatest relative difference: 1.0 at index 0 (up to 1.3e-06 allowed)
2022-02-15T21:35:22.2990538Z 
2022-02-15T21:35:22.2990543Z 
2022-02-15T21:35:22.2990630Z ======================================================================
2022-02-15T21:35:22.2990868Z FAIL [0.051s]: test_neg_view_cat_cpu_float64 (__main__.TestMathBitsCPU)
2022-02-15T21:35:22.2991198Z ----------------------------------------------------------------------
2022-02-15T21:35:22.2991443Z Traceback (most recent call last):
2022-02-15T21:35:22.2991837Z   File "/opt/conda/lib/python3.7/site-packages/torch/testing/_internal/common_device_type.py", line 376, in instantiated_test
2022-02-15T21:35:22.2992116Z     result = test(self, **param_kwargs)
2022-02-15T21:35:22.2992496Z   File "/opt/conda/lib/python3.7/site-packages/torch/testing/_internal/common_device_type.py", line 761, in test_wrapper
2022-02-15T21:35:22.2992763Z     return test(*args, **kwargs)
2022-02-15T21:35:22.2992972Z   File "test_ops.py", line 1292, in test_neg_view
2022-02-15T21:35:22.2993164Z     lambda x: True)
2022-02-15T21:35:22.2993352Z   File "test_ops.py", line 1260, in _test_math_view
2022-02-15T21:35:22.2993594Z     self.assertEqual(tensor.grad, cloned1_tensor.grad)

See GitHub Actions build linux-bionic-py3.7-clang9 / test (xla, 1, 1, linux.2xlarge) (3/6)

Step: "Test" (full log | diagnosis details | 🔁 rerun)

2022-02-15T18:43:04.0956560Z /var/lib/jenkins/w...elu_backward(const at::Tensor&, const at::Tensor&) 
2022-02-15T18:43:04.0950507Z  at::Tensor XLANativeFunctions::gelu(const at::Tensor& self,
2022-02-15T18:43:04.0950842Z             ^~~~~~~~~~~~~~~~~~
2022-02-15T18:43:04.0951281Z In file included from /var/lib/jenkins/workspace/xla/torch_xla/csrc/aten_xla_type.cpp:13:0:
2022-02-15T18:43:04.0951948Z /var/lib/jenkins/workspace/xla/torch_xla/csrc/XLANativeFunctions.h:182:19: error: candidate is: static at::Tensor torch_xla::XLANativeFunctions::gelu(const at::Tensor&)
2022-02-15T18:43:04.0952528Z  static at::Tensor gelu(const at::Tensor & self);
2022-02-15T18:43:04.0952848Z                    ^~~~
2022-02-15T18:43:04.0953913Z /var/lib/jenkins/workspace/xla/torch_xla/csrc/aten_xla_type.cpp:1516:12: error: prototype for ‘at::Tensor torch_xla::XLANativeFunctions::gelu_backward(const at::Tensor&, const at::Tensor&, c10::string_view)’ does not match any in class ‘torch_xla::XLANativeFunctions’
2022-02-15T18:43:04.0954688Z  at::Tensor XLANativeFunctions::gelu_backward(const at::Tensor& grad,
2022-02-15T18:43:04.0955037Z             ^~~~~~~~~~~~~~~~~~
2022-02-15T18:43:04.0955445Z In file included from /var/lib/jenkins/workspace/xla/torch_xla/csrc/aten_xla_type.cpp:13:0:
2022-02-15T18:43:04.0956560Z /var/lib/jenkins/workspace/xla/torch_xla/csrc/XLANativeFunctions.h:183:19: error: candidate is: static at::Tensor torch_xla::XLANativeFunctions::gelu_backward(const at::Tensor&, const at::Tensor&)
2022-02-15T18:43:04.0957232Z  static at::Tensor gelu_backward(const at::Tensor & grad, const at::Tensor & self);
2022-02-15T18:43:04.0957741Z                    ^~~~~~~~~~~~~
2022-02-15T18:43:09.6248341Z [33/179] c++ -MMD -MF /var/lib/jenkins/workspace/xla/build/temp.linux-x86_64-3.7/torch_xla/csrc/aten_autograd_ops.o.d -pthread -B /opt/conda/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/var/lib/jenkins/workspace/xla -I/var/lib/jenkins/workspace/xla/third_party/tensorflow/bazel-tensorflow -I/var/lib/jenkins/workspace/xla/third_party/tensorflow/bazel-bin -I/var/lib/jenkins/workspace/xla/third_party/tensorflow/bazel-tensorflow/external/protobuf_archive/src -I/var/lib/jenkins/workspace/xla/third_party/tensorflow/bazel-tensorflow/external/com_google_protobuf/src -I/var/lib/jenkins/workspace/xla/third_party/tensorflow/bazel-tensorflow/external/eigen_archive -I/var/lib/jenkins/workspace/xla/third_party/tensorflow/bazel-tensorflow/external/com_google_absl -I/var/lib/jenkins/workspace -I/var/lib/jenkins/workspace/torch/csrc -I/var/lib/jenkins/workspace/torch/lib/tmp_install/include -I/opt/conda/lib/python3.7/site-packages/torch/include -I/opt/conda/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/opt/conda/lib/python3.7/site-packages/torch/include/TH -I/opt/conda/lib/python3.7/site-packages/torch/include/THC -I/opt/conda/include/python3.7m -c -c /var/lib/jenkins/workspace/xla/torch_xla/csrc/aten_autograd_ops.cpp -o /var/lib/jenkins/workspace/xla/build/temp.linux-x86_64-3.7/torch_xla/csrc/aten_autograd_ops.o -std=c++14 -Wno-sign-compare -Wno-deprecated-declarations -Wno-return-type -DNDEBUG -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_clang"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1002"' -DTORCH_EXTENSION_NAME=_XLAC -D_GLIBCXX_USE_CXX11_ABI=1
2022-02-15T18:43:09.6252747Z cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
2022-02-15T18:43:09.6253636Z In file included from /var/lib/jenkins/workspace/xla/third_party/tensorflow/bazel-tensorflow/tensorflow/core/platform/logging.h:27:0,
2022-02-15T18:43:09.6254500Z                  from /var/lib/jenkins/workspace/xla/third_party/tensorflow/bazel-tensorflow/tensorflow/core/platform/status.h:27,
2022-02-15T18:43:09.6255367Z                  from /var/lib/jenkins/workspace/xla/third_party/tensorflow/bazel-tensorflow/tensorflow/core/lib/core/status.h:19,
2022-02-15T18:43:09.6256208Z                  from /var/lib/jenkins/workspace/xla/third_party/tensorflow/bazel-tensorflow/tensorflow/compiler/xla/status.h:19,
2022-02-15T18:43:09.6257117Z                  from /var/lib/jenkins/workspace/xla/third_party/tensorflow/bazel-tensorflow/tensorflow/compiler/xla/xla_client/util.h:18,
2022-02-15T18:43:09.6257733Z                  from /var/lib/jenkins/workspace/xla/torch_xla/csrc/device.h:6,

See GitHub Actions build win-vs2019-cuda11.3-py3 / test (force_on_cpu, 1, 1, windows.4xlarge) (4/6)

Step: "Test" (full log | diagnosis details | 🔁 rerun)

2022-02-15T21:18:41.1584589Z FAIL [0.000s]: tes...eg_view_cat_cpu_float64 (__main__.TestMathBitsCPU) 
2022-02-15T21:18:41.1580403Z   File "C:\actions-runner\_work\pytorch\pytorch\build\win_tmp\build\torch\testing\_comparison.py", line 1081, in assert_equal
2022-02-15T21:18:41.1581087Z     raise error_metas[0].to_error()
2022-02-15T21:18:41.1581552Z AssertionError: Tensor-likes are not close!
2022-02-15T21:18:41.1581849Z 
2022-02-15T21:18:41.1582162Z Mismatched elements: 1 / 1 (100.0%)
2022-02-15T21:18:41.1582655Z Greatest absolute difference: 1.0 at index 0 (up to 1e-05 allowed)
2022-02-15T21:18:41.1583354Z Greatest relative difference: 1.0 at index 0 (up to 1.3e-06 allowed)
2022-02-15T21:18:41.1583696Z 
2022-02-15T21:18:41.1583861Z 
2022-02-15T21:18:41.1584125Z ======================================================================
2022-02-15T21:18:41.1584589Z FAIL [0.000s]: test_neg_view_cat_cpu_float64 (__main__.TestMathBitsCPU)
2022-02-15T21:18:41.1585151Z ----------------------------------------------------------------------
2022-02-15T21:18:41.1585592Z Traceback (most recent call last):
2022-02-15T21:18:41.1586403Z   File "C:\actions-runner\_work\pytorch\pytorch\build\win_tmp\build\torch\testing\_internal\common_device_type.py", line 376, in instantiated_test
2022-02-15T21:18:41.1587129Z     result = test(self, **param_kwargs)
2022-02-15T21:18:41.1587876Z   File "C:\actions-runner\_work\pytorch\pytorch\build\win_tmp\build\torch\testing\_internal\common_device_type.py", line 761, in test_wrapper
2022-02-15T21:18:41.1588571Z     return test(*args, **kwargs)
2022-02-15T21:18:41.1589026Z   File "test_ops.py", line 1291, in test_neg_view
2022-02-15T21:18:41.1589595Z     self._test_math_view(device, dtype, op, samples, math_op_physical, math_op_view, is_bit_set,
2022-02-15T21:18:41.1590214Z   File "test_ops.py", line 1260, in _test_math_view
2022-02-15T21:18:41.1590740Z     self.assertEqual(tensor.grad, cloned1_tensor.grad)

See GitHub Actions build linux-bionic-py3.7-clang9 / test (noarch, 1, 1, linux.2xlarge) (5/6)

Step: "Test" (full log | diagnosis details | 🔁 rerun)

2022-02-15T19:11:47.7591805Z FAIL [0.006s]: tes...eg_view_cat_cpu_float64 (__main__.TestMathBitsCPU) 
2022-02-15T19:11:47.7589866Z   File "/opt/conda/lib/python3.7/site-packages/torch/testing/_comparison.py", line 1081, in assert_equal
2022-02-15T19:11:47.7590152Z     raise error_metas[0].to_error()
2022-02-15T19:11:47.7590430Z AssertionError: Tensor-likes are not close!
2022-02-15T19:11:47.7590560Z 
2022-02-15T19:11:47.7590650Z Mismatched elements: 1 / 1 (100.0%)
2022-02-15T19:11:47.7590958Z Greatest absolute difference: 1.0 at index 0 (up to 1e-05 allowed)
2022-02-15T19:11:47.7591291Z Greatest relative difference: 1.0 at index 0 (up to 1.3e-06 allowed)
2022-02-15T19:11:47.7591453Z 
2022-02-15T19:11:47.7591458Z 
2022-02-15T19:11:47.7591551Z ======================================================================
2022-02-15T19:11:47.7591805Z FAIL [0.006s]: test_neg_view_cat_cpu_float64 (__main__.TestMathBitsCPU)
2022-02-15T19:11:47.7592151Z ----------------------------------------------------------------------
2022-02-15T19:11:47.7592411Z Traceback (most recent call last):
2022-02-15T19:11:47.7592816Z   File "/opt/conda/lib/python3.7/site-packages/torch/testing/_internal/common_device_type.py", line 376, in instantiated_test
2022-02-15T19:11:47.7593129Z     result = test(self, **param_kwargs)
2022-02-15T19:11:47.7593533Z   File "/opt/conda/lib/python3.7/site-packages/torch/testing/_internal/common_device_type.py", line 761, in test_wrapper
2022-02-15T19:11:47.7593819Z     return test(*args, **kwargs)
2022-02-15T19:11:47.7594043Z   File "test_ops.py", line 1292, in test_neg_view
2022-02-15T19:11:47.7594238Z     lambda x: True)
2022-02-15T19:11:47.7594453Z   File "test_ops.py", line 1260, in _test_math_view
2022-02-15T19:11:47.7594715Z     self.assertEqual(tensor.grad, cloned1_tensor.grad)

See GitHub Actions build win-vs2019-cpu-py3 / test (default, 2, 2, windows.4xlarge) (6/6)

Step: "Test" (full log | diagnosis details | 🔁 rerun)

2022-02-15T20:08:08.4477141Z FAIL [0.001s]: tes...eg_view_cat_cpu_float64 (__main__.TestMathBitsCPU) 
2022-02-15T20:08:08.4472422Z   File "C:\actions-runner\_work\pytorch\pytorch\build\win_tmp\build\torch\testing\_comparison.py", line 1081, in assert_equal
2022-02-15T20:08:08.4473162Z     raise error_metas[0].to_error()
2022-02-15T20:08:08.4473609Z AssertionError: Tensor-likes are not close!
2022-02-15T20:08:08.4473920Z 
2022-02-15T20:08:08.4474220Z Mismatched elements: 1 / 1 (100.0%)
2022-02-15T20:08:08.4475308Z Greatest absolute difference: 1.0 at index 0 (up to 1e-05 allowed)
2022-02-15T20:08:08.4475912Z Greatest relative difference: 1.0 at index 0 (up to 1.3e-06 allowed)
2022-02-15T20:08:08.4476235Z 
2022-02-15T20:08:08.4476402Z 
2022-02-15T20:08:08.4476685Z ======================================================================
2022-02-15T20:08:08.4477141Z FAIL [0.001s]: test_neg_view_cat_cpu_float64 (__main__.TestMathBitsCPU)
2022-02-15T20:08:08.4477696Z ----------------------------------------------------------------------
2022-02-15T20:08:08.4478214Z Traceback (most recent call last):
2022-02-15T20:08:08.4479012Z   File "C:\actions-runner\_work\pytorch\pytorch\build\win_tmp\build\torch\testing\_internal\common_device_type.py", line 376, in instantiated_test
2022-02-15T20:08:08.4479739Z     result = test(self, **param_kwargs)
2022-02-15T20:08:08.4480503Z   File "C:\actions-runner\_work\pytorch\pytorch\build\win_tmp\build\torch\testing\_internal\common_device_type.py", line 761, in test_wrapper
2022-02-15T20:08:08.4481168Z     return test(*args, **kwargs)
2022-02-15T20:08:08.4481618Z   File "test_ops.py", line 1291, in test_neg_view
2022-02-15T20:08:08.4482206Z     self._test_math_view(device, dtype, op, samples, math_op_physical, math_op_view, is_bit_set,
2022-02-15T20:08:08.4482935Z   File "test_ops.py", line 1260, in _test_math_view
2022-02-15T20:08:08.4483478Z     self.assertEqual(tensor.grad, cloned1_tensor.grad)

🚧 5 fixed upstream failures:

These were probably caused by upstream breakages that were already fixed.

Please rebase on the viable/strict branch (expand for instructions)

If your commit is older than viable/strict, run these commands:

git fetch https://github.com/pytorch/pytorch viable/strict
git rebase FETCH_HEAD
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H-Huang added a commit that referenced this issue Feb 15, 2022
@H-Huang
Fix asserts in tests
91a5e60 
ghstack-source-id: ff7a534386902cb50b08307c7bc495c6e52c0992
Pull Request resolved: #72864
@code-review-doctor code-review-doctor mentioned this pull request Feb 15, 2022
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@H-Huang H-Huang commented Feb 15, 2022

@H-Huang has imported this pull request. If you are a Facebook employee, you can view this diff on Phabricator.

@H-Huang
Update on "Fix asserts in tests"
f16f9cc 
Fixes #72860

Differential Revision: [D34246987](https://our.internmc.facebook.com/intern/diff/D34246987)

[ghstack-poisoned]
H-Huang added a commit that referenced this issue Feb 15, 2022
@H-Huang
Fix asserts in tests
5824994 
ghstack-source-id: a1c8614c6cc2f8aee0f3284b5e6b8236958be034
Pull Request resolved: #72864
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@H-Huang H-Huang commented Feb 15, 2022

@H-Huang has imported this pull request. If you are a Facebook employee, you can view this diff on Phabricator.

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