add channels last support for FractionalMaxPool2d and FractionalMaxPool3d #61338

mingfeima · 2021-07-07T07:36:37Z

Stack from ghstack:

add channels last support for FractionalMaxPool2d and FractionalMaxPool3d #61338 add channels last support for FractionalMaxPool2d and FractionalMaxPool3d
add channels last support for ReflectionPad2d and ReflectionPad3d #62170 add channels last support for ReflectionPad2d and ReflectionPad3d
add channels last support for ReplicationPad2d and ReplicationPad3d #62169 add channels last support for ReplicationPad2d and ReplicationPad3d
add channels last support for AdaptiveMaxPool3d on CPU #60935 add channels last support for AdaptiveMaxPool3d on CPU
add channels last support for BatchNorm3d on CPU #60620 add channels last support for BatchNorm3d on CPU
add channels last support for AvgPool3d on CPU #60619 add channels last support for AvgPool3d on CPU
add channels last support for MaxPool3d on CPU #60618 add channels last support for MaxPool3d on CPU
add channels last support for AdaptiveAvgPool3d on CPU #60617 add channels last support for AdaptiveAvgPool3d on CPU

Differential Revision: D29663670

[ghstack-poisoned]

facebook-github-bot · 2021-07-07T07:36:43Z

🔗 Helpful links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/61338
📄 Preview docs built from this PR

💊 CI failures summary and remediations

As of commit 26983c6 (more details on the Dr. CI page):

10/10 failures possibly* introduced in this PR
- 1/10 non-scanned failure(s)

🕵️ 9 new failures recognized by patterns

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

pytorch_linux_bionic_cuda10_2_cudnn7_py3_9_gcc7_build (1/9)

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

Jul 26 03:07:43 collect2: error: ld returned 1 exit status

Jul 26 03:07:42 collect2: error: ld returned 1 exit status
Jul 26 03:07:42 caffe2/CMakeFiles/utility_ops_gpu_test.dir/build.make:121: recipe for target 'bin/utility_ops_gpu_test' failed
Jul 26 03:07:42 make[2]: *** [bin/utility_ops_gpu_test] Error 1
Jul 26 03:07:42 CMakeFiles/Makefile2:6461: recipe for target 'caffe2/CMakeFiles/utility_ops_gpu_test.dir/all' failed
Jul 26 03:07:42 make[1]: *** [caffe2/CMakeFiles/utility_ops_gpu_test.dir/all] Error 2
Jul 26 03:07:42 make[1]: *** Waiting for unfinished jobs....
Jul 26 03:07:42 [ 88%] Linking CXX executable ../bin/roi_align_op_gpu_test
Jul 26 03:07:43 /var/lib/jenkins/workspace/build/lib/libtorch_cuda.so: undefined reference to `at::native::structured_replication_pad2d_backward_out_cuda::impl(at::Tensor const&, at::Tensor const&, c10::ArrayRef<long>, at::Tensor const&)'
Jul 26 03:07:43 /var/lib/jenkins/workspace/build/lib/libtorch_cuda.so: undefined reference to `at::native::structured_replication_pad3d_backward_out_cuda::impl(at::Tensor const&, at::Tensor const&, c10::ArrayRef<long>, at::Tensor const&)'
Jul 26 03:07:43 /var/lib/jenkins/workspace/build/lib/libtorch_cuda.so: undefined reference to `at::native::structured_fractional_max_pool3d_out_cuda::impl(at::Tensor const&, c10::ArrayRef<long>, c10::ArrayRef<long>, at::Tensor const&, at::Tensor const&, at::Tensor const&)'
Jul 26 03:07:43 collect2: error: ld returned 1 exit status
Jul 26 03:07:43 caffe2/CMakeFiles/roi_align_op_gpu_test.dir/build.make:121: recipe for target 'bin/roi_align_op_gpu_test' failed
Jul 26 03:07:43 make[2]: *** [bin/roi_align_op_gpu_test] Error 1
Jul 26 03:07:43 CMakeFiles/Makefile2:6496: recipe for target 'caffe2/CMakeFiles/roi_align_op_gpu_test.dir/all' failed
Jul 26 03:07:43 make[1]: *** [caffe2/CMakeFiles/roi_align_op_gpu_test.dir/all] Error 2
Jul 26 03:07:46 [ 88%] Linking CXX executable ../bin/example_allreduce
Jul 26 03:07:47 [ 88%] Built target example_allreduce
Jul 26 03:07:47 make: *** [all] Error 2
Jul 26 03:07:47 Makefile:159: recipe for target 'all' failed
Jul 26 03:07:47 Building wheel torch-1.10.0a0+git26983c6
Jul 26 03:07:47 -- Building version 1.10.0a0+git26983c6

pytorch_linux_bionic_rocm3_9_py3_6_build (2/9)

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

Jul 26 02:04:09 collect2: error: ld returned 1 exit status

Jul 26 02:04:09 /var/lib/jenkins/workspace/build/lib/libtorch_hip.so: undefined reference to `at::native::structured_replication_pad3d_backward_out_cuda::impl(at::Tensor const&, at::Tensor const&, c10::ArrayRef<long>, at::Tensor const&)'
Jul 26 02:04:09 /var/lib/jenkins/workspace/build/lib/libtorch_hip.so: undefined reference to `at::native::structured_replication_pad2d_backward_out_cuda::impl(at::Tensor const&, at::Tensor const&, c10::ArrayRef<long>, at::Tensor const&)'
Jul 26 02:04:09 collect2: error: ld returned 1 exit status
Jul 26 02:04:09 make[2]: *** [bin/generate_proposals_op_util_nms_gpu_test] Error 1
Jul 26 02:04:09 caffe2/CMakeFiles/generate_proposals_op_util_nms_gpu_test.dir/build.make:123: recipe for target 'bin/generate_proposals_op_util_nms_gpu_test' failed
Jul 26 02:04:09 make[1]: *** [caffe2/CMakeFiles/generate_proposals_op_util_nms_gpu_test.dir/all] Error 2
Jul 26 02:04:09 CMakeFiles/Makefile2:6524: recipe for target 'caffe2/CMakeFiles/generate_proposals_op_util_nms_gpu_test.dir/all' failed
Jul 26 02:04:09 /var/lib/jenkins/workspace/build/lib/libtorch_hip.so: undefined reference to `at::native::structured_fractional_max_pool3d_out_cuda::impl(at::Tensor const&, c10::ArrayRef<long>, c10::ArrayRef<long>, at::Tensor const&, at::Tensor const&, at::Tensor const&)'
Jul 26 02:04:09 /var/lib/jenkins/workspace/build/lib/libtorch_hip.so: undefined reference to `at::native::structured_replication_pad3d_backward_out_cuda::impl(at::Tensor const&, at::Tensor const&, c10::ArrayRef<long>, at::Tensor const&)'
Jul 26 02:04:09 /var/lib/jenkins/workspace/build/lib/libtorch_hip.so: undefined reference to `at::native::structured_replication_pad2d_backward_out_cuda::impl(at::Tensor const&, at::Tensor const&, c10::ArrayRef<long>, at::Tensor const&)'
Jul 26 02:04:09 collect2: error: ld returned 1 exit status
Jul 26 02:04:09 make[2]: *** [bin/batch_permutation_op_gpu_test] Error 1
Jul 26 02:04:09 caffe2/CMakeFiles/batch_permutation_op_gpu_test.dir/build.make:123: recipe for target 'bin/batch_permutation_op_gpu_test' failed
Jul 26 02:04:09 CMakeFiles/Makefile2:6454: recipe for target 'caffe2/CMakeFiles/batch_permutation_op_gpu_test.dir/all' failed
Jul 26 02:04:09 make[1]: *** [caffe2/CMakeFiles/batch_permutation_op_gpu_test.dir/all] Error 2
Jul 26 02:04:09 make: *** [all] Error 2
Jul 26 02:04:09 Makefile:159: recipe for target 'all' failed
Jul 26 02:04:09 Building wheel torch-1.10.0a0+git26983c6
Jul 26 02:04:09 -- Building version 1.10.0a0+git26983c6
Jul 26 02:04:09 cmake -DBUILD_ENVIRONMENT=pytorch-linux-bionic-rocm3.9-py3.6-build -DBUILD_PYTHON=True -DBUILD_TEST=True -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=/var/lib/jenkins/workspace/torch -DCMAKE_PREFIX_PATH=/opt/conda/lib/python3.6/site-packages -DNUMPY_INCLUDE_DIR=/opt/conda/lib/python3.6/site-packages/numpy/core/include -DPYTHON_EXECUTABLE=/opt/conda/bin/python3.6 -DPYTHON_INCLUDE_DIR=/opt/conda/include/python3.6m -DPYTHON_LIBRARY=/opt/conda/lib/libpython3.6m.so.1.0 -DTORCH_BUILD_VERSION=1.10.0a0+git26983c6 -DUSE_LLVM=/opt/llvm -DUSE_NUMPY=True /var/lib/jenkins/workspace
Jul 26 02:04:09 cmake --build . --target install --config Release -- -j 7

pytorch_linux_bionic_py3_6_clang9_noarch_test (3/9)

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

Jul 26 03:43:49 RuntimeError: test_quantization failed!

Jul 26 03:43:49 Generated XML report: test-reports/dist-gloo/test_quantization/TEST-quantization.core.test_quantized_op.TestQuantizedOps-20210726033632.xml
Jul 26 03:43:49 Generated XML report: test-reports/dist-gloo/test_quantization/TEST-quantization.core.test_quantized_tensor.TestQuantizedTensor-20210726033632.xml
Jul 26 03:43:49 Generated XML report: test-reports/dist-gloo/test_quantization/TEST-quantization.core.test_workflow_module.TestRecordHistogramObserver-20210726033632.xml
Jul 26 03:43:49 Generated XML report: test-reports/dist-gloo/test_quantization/TEST-quantization.bc.test_backward_compatibility.TestSerialization-20210726033632.xml
Jul 26 03:43:49 Generated XML report: test-reports/dist-gloo/test_quantization/TEST-quantization.core.test_quantized_module.TestStaticQuantizedModule-20210726033632.xml
Jul 26 03:43:49 Traceback (most recent call last):
Jul 26 03:43:49   File "test/run_test.py", line 1090, in <module>
Jul 26 03:43:49     main()
Jul 26 03:43:49   File "test/run_test.py", line 1069, in main
Jul 26 03:43:49     raise RuntimeError(err_message)
Jul 26 03:43:49 RuntimeError: test_quantization failed!
Jul 26 03:43:50 
Jul 26 03:43:50 real	61m2.430s
Jul 26 03:43:50 user	83m36.008s
Jul 26 03:43:50 sys	9m51.794s
Jul 26 03:43:50 + cleanup
Jul 26 03:43:50 + retcode=1
Jul 26 03:43:50 + set +x
Jul 26 03:43:50 =================== sccache compilation log ===================
Jul 26 03:43:50 =========== If your build fails, please take a look at the log above for possible reasons ===========
Jul 26 03:43:50 Compile requests                      0

pytorch_linux_xenial_py3_clang5_asan_test2 (4/9)

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

Jul 26 03:46:11 RuntimeError: test_quantization failed!

Jul 26 03:46:09 Generated XML report: test-reports/python-unittest/test_quantization/TEST-quantization.core.test_quantized_tensor.TestQuantizedTensor-20210726031944.xml
Jul 26 03:46:09 Generated XML report: test-reports/python-unittest/test_quantization/TEST-quantization.core.test_workflow_module.TestRecordHistogramObserver-20210726031944.xml
Jul 26 03:46:09 Generated XML report: test-reports/python-unittest/test_quantization/TEST-quantization.bc.test_backward_compatibility.TestSerialization-20210726031944.xml
Jul 26 03:46:09 Generated XML report: test-reports/python-unittest/test_quantization/TEST-quantization.core.test_quantized_module.TestStaticQuantizedModule-20210726031944.xml
Jul 26 03:46:09 Generated XML report: test-reports/python-unittest/test_quantization/TEST-quantization.core.test_quantized_op.TestQNNPackOps-20210726031944.xml
Jul 26 03:46:11 Traceback (most recent call last):
Jul 26 03:46:11   File "test/run_test.py", line 1090, in <module>
Jul 26 03:46:11     main()
Jul 26 03:46:11   File "test/run_test.py", line 1069, in main
Jul 26 03:46:11     raise RuntimeError(err_message)
Jul 26 03:46:11 RuntimeError: test_quantization failed!
Jul 26 03:46:12 + cleanup
Jul 26 03:46:12 + retcode=1
Jul 26 03:46:12 + set +x
Jul 26 03:46:12 =================== sccache compilation log ===================
Jul 26 03:46:12 =========== If your build fails, please take a look at the log above for possible reasons ===========
Jul 26 03:46:12 Compile requests                      0
Jul 26 03:46:12 Compile requests executed             0
Jul 26 03:46:12 Cache hits                            0
Jul 26 03:46:12 Cache misses                          0
Jul 26 03:46:12 Cache timeouts                        0

pytorch_linux_xenial_cuda11_1_cudnn8_py3_gcc7_build (5/9)

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

Jul 26 04:30:39 ERROR 2021-07-26T01:05:50Z: scc...eof ((socklen_t)))\n ^\n" }

Jul 26 04:30:39 ERROR 2021-07-26T01:05:43Z: sccache::server: Compilation failed: Output { status: ExitStatus(ExitStatus(256)), stdout: "", stderr: "conftest.c: In function \'main\':\nconftest.c:332:2: error: \'struct sockaddr\' has no member named \'sa_len\'\n x.sa_len = 0;\n  ^\n" }
Jul 26 04:30:39 
Jul 26 04:30:39 ERROR 2021-07-26T01:05:46Z: sccache::server: Compilation failed: Output { status: ExitStatus(ExitStatus(256)), stdout: "", stderr: "conftest.c: In function \'main\':\nconftest.c:366:10: error: \'RTLD_MEMBER\' undeclared (first use in this function); did you mean \'RTLD_NEXT\'?\n   (void) RTLD_MEMBER;\n          ^~~~~~~~~~~\n          RTLD_NEXT\nconftest.c:366:10: note: each undeclared identifier is reported only once for each function it appears in\n" }
Jul 26 04:30:39 
Jul 26 04:30:39 ERROR 2021-07-26T01:05:47Z: sccache::server: Compilation failed: Output { status: ExitStatus(ExitStatus(256)), stdout: "", stderr: "conftest.c:361:9: error: unknown type name \'not\'\n         not a universal capable compiler\n         ^~~\nconftest.c:361:15: error: expected \'=\', \',\', \';\', \'asm\' or \'__attribute__\' before \'universal\'\n         not a universal capable compiler\n               ^~~~~~~~~\nconftest.c:361:15: error: unknown type name \'universal\'\n" }
Jul 26 04:30:39 
Jul 26 04:30:39 ERROR 2021-07-26T01:05:47Z: sccache::server: Compilation failed: Output { status: ExitStatus(ExitStatus(256)), stdout: "", stderr: "conftest.c: In function \'main\':\nconftest.c:367:4: error: unknown type name \'not\'; did you mean \'ino_t\'?\n    not big endian\n    ^~~\n    ino_t\nconftest.c:367:12: error: expected \'=\', \',\', \';\', \'asm\' or \'__attribute__\' before \'endian\'\n    not big endian\n            ^~~~~~\n" }
Jul 26 04:30:39 
Jul 26 04:30:39 ERROR 2021-07-26T01:05:48Z: sccache::server: Compilation failed: Output { status: ExitStatus(ExitStatus(256)), stdout: "", stderr: "conftest.c: In function \'main\':\nconftest.c:378:4: error: \'struct stat\' has no member named \'st_mtimespec\'; did you mean \'st_mtim\'?\n st.st_mtimespec.tv_nsec = 1;\n    ^~~~~~~~~~~~\n    st_mtim\n" }
Jul 26 04:30:39 
Jul 26 04:30:39 ERROR 2021-07-26T01:05:50Z: sccache::server: Compilation failed: Output { status: ExitStatus(ExitStatus(256)), stdout: "", stderr: "conftest.c: In function \'main\':\nconftest.c:402:24: error: expected expression before \')\' token\n if (sizeof ((socklen_t)))\n                        ^\n" }
Jul 26 04:30:39 
Jul 26 04:30:39 =========== If your build fails, please take a look at the log above for possible reasons ===========
Jul 26 04:30:39 Compile requests                   11907
Jul 26 04:30:39 Compile requests executed           7285
Jul 26 04:30:39 Cache hits                          6059
Jul 26 04:30:39 Cache hits (C/C++)                  5678
Jul 26 04:30:39 Cache hits (CUDA)                    381
Jul 26 04:30:39 Cache misses                        1154
Jul 26 04:30:39 Cache misses (C/C++)                 992
Jul 26 04:30:39 Cache misses (CUDA)                  162

pytorch_macos_10_13_py3_test (6/9)

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

Jul 26 02:32:25 AssertionError: can only test a child process

Jul 26 02:32:25   test_invalid_assign_after_init (__main__.TestDataLoaderPersistentWorkers) ... ok (0.002s)
Jul 26 02:32:25   test_invalid_ctor_args_combinations (__main__.TestDataLoaderPersistentWorkers) ... ok (0.008s)
Jul 26 02:32:25   test_iterable_style_dataset (__main__.TestDataLoaderPersistentWorkers) ... Exception ignored in: <function _MultiProcessingDataLoaderIter.__del__ at 0x7fa340772050>
Jul 26 02:32:25 Traceback (most recent call last):
Jul 26 02:32:25   File "/Users/distiller/workspace/miniconda3/lib/python3.7/site-packages/torch/utils/data/dataloader.py", line 1328, in __del__
Jul 26 02:32:25     self._shutdown_workers()
Jul 26 02:32:25   File "/Users/distiller/workspace/miniconda3/lib/python3.7/site-packages/torch/utils/data/dataloader.py", line 1320, in _shutdown_workers
Jul 26 02:32:25     if w.is_alive():
Jul 26 02:32:25   File "/Users/distiller/workspace/miniconda3/lib/python3.7/multiprocessing/process.py", line 151, in is_alive
Jul 26 02:32:25     assert self._parent_pid == os.getpid(), 'can only test a child process'
Jul 26 02:32:25 AssertionError: can only test a child process
Jul 26 02:32:46 ok (20.776s)
Jul 26 02:32:46   test_iterabledataset_len (__main__.TestDataLoaderPersistentWorkers) ... ok (0.006s)
Jul 26 02:32:48   test_large_sampler_indices (__main__.TestDataLoaderPersistentWorkers) ... ok (2.843s)
Jul 26 02:32:48   test_len (__main__.TestDataLoaderPersistentWorkers) ... ok (0.016s)
Jul 26 02:32:51   test_multiple_dataloaders (__main__.TestDataLoaderPersistentWorkers) ... ok (2.437s)
Jul 26 02:33:27   test_multiprocessing_contexts (__main__.TestDataLoaderPersistentWorkers) ... ok (36.236s)
Jul 26 02:33:31   test_no_segfault (__main__.TestDataLoaderPersistentWorkers) ... ok (3.605s)
Jul 26 02:33:31   test_numpy (__main__.TestDataLoaderPersistentWorkers) ... ok (0.004s)
Jul 26 02:33:31   test_numpy_gen_state (__main__.TestDataLoaderPersistentWorkers) ... ok (0.006s)
Jul 26 02:33:31   test_numpy_scalars (__main__.TestDataLoaderPersistentWorkers) ... ok (0.004s)

pytorch_linux_xenial_py3_6_gcc5_4_test (7/9)

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

Jul 26 02:41:28 RuntimeError: test_quantization failed!

Jul 26 02:41:27 Generated XML report: test-reports/dist-gloo/test_quantization/TEST-quantization.core.test_quantized_op.TestQuantizedOps-20210726023243.xml
Jul 26 02:41:27 Generated XML report: test-reports/dist-gloo/test_quantization/TEST-quantization.core.test_quantized_tensor.TestQuantizedTensor-20210726023243.xml
Jul 26 02:41:27 Generated XML report: test-reports/dist-gloo/test_quantization/TEST-quantization.core.test_workflow_module.TestRecordHistogramObserver-20210726023243.xml
Jul 26 02:41:27 Generated XML report: test-reports/dist-gloo/test_quantization/TEST-quantization.bc.test_backward_compatibility.TestSerialization-20210726023243.xml
Jul 26 02:41:27 Generated XML report: test-reports/dist-gloo/test_quantization/TEST-quantization.core.test_quantized_module.TestStaticQuantizedModule-20210726023243.xml
Jul 26 02:41:28 Traceback (most recent call last):
Jul 26 02:41:28   File "test/run_test.py", line 1090, in <module>
Jul 26 02:41:28     main()
Jul 26 02:41:28   File "test/run_test.py", line 1069, in main
Jul 26 02:41:28     raise RuntimeError(err_message)
Jul 26 02:41:28 RuntimeError: test_quantization failed!
Jul 26 02:41:29 + cleanup
Jul 26 02:41:29 + retcode=1
Jul 26 02:41:29 + set +x
Jul 26 02:41:29 =================== sccache compilation log ===================
Jul 26 02:41:29 =========== If your build fails, please take a look at the log above for possible reasons ===========
Jul 26 02:41:29 Compile requests                      0
Jul 26 02:41:29 Compile requests executed             0
Jul 26 02:41:29 Cache hits                            0
Jul 26 02:41:29 Cache misses                          0
Jul 26 02:41:29 Cache timeouts                        0

Linux CI (pytorch-linux-bionic-py3.8-gcc9-coverage) / test (default, 2, 2, linux.2xlarge) (8/9)

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

2021-07-26T03:21:07.3538555Z RuntimeError: test_quantization failed!

2021-07-26T03:21:05.8521727Z Generated XML report: test-reports/dist-gloo/test_quantization/TEST-quantization.core.test_quantized_op.TestQuantizedOps-20210726030303.xml
2021-07-26T03:21:05.8611808Z Generated XML report: test-reports/dist-gloo/test_quantization/TEST-quantization.core.test_quantized_tensor.TestQuantizedTensor-20210726030303.xml
2021-07-26T03:21:05.8618927Z Generated XML report: test-reports/dist-gloo/test_quantization/TEST-quantization.core.test_workflow_module.TestRecordHistogramObserver-20210726030303.xml
2021-07-26T03:21:05.8651830Z Generated XML report: test-reports/dist-gloo/test_quantization/TEST-quantization.bc.test_backward_compatibility.TestSerialization-20210726030303.xml
2021-07-26T03:21:05.8692321Z Generated XML report: test-reports/dist-gloo/test_quantization/TEST-quantization.core.test_quantized_module.TestStaticQuantizedModule-20210726030303.xml
2021-07-26T03:21:07.3534228Z Traceback (most recent call last):
2021-07-26T03:21:07.3535319Z   File "test/run_test.py", line 1090, in <module>
2021-07-26T03:21:07.3536002Z     main()
2021-07-26T03:21:07.3536564Z   File "test/run_test.py", line 1069, in main
2021-07-26T03:21:07.3537331Z     raise RuntimeError(err_message)
2021-07-26T03:21:07.3538555Z RuntimeError: test_quantization failed!
2021-07-26T03:21:07.7790714Z 
2021-07-26T03:21:07.7791415Z real	82m17.194s
2021-07-26T03:21:07.7791723Z user	171m15.267s
2021-07-26T03:21:07.7791997Z sys	21m47.269s
2021-07-26T03:21:07.7792288Z + cleanup
2021-07-26T03:21:07.7792629Z + retcode=1
2021-07-26T03:21:07.7793738Z + set +x
2021-07-26T03:21:07.7794200Z =================== sccache compilation log ===================
2021-07-26T03:21:07.7965728Z =========== If your build fails, please take a look at the log above for possible reasons ===========
2021-07-26T03:21:07.8096845Z Compile requests                      0

Windows CI (pytorch-win-vs2019-cpu-py3) / test (default, 2, 2, windows.4xlarge) (9/9)

Step: "Run test scripts" (full log | diagnosis details | 🔁 rerun)

2021-07-26T02:47:02.7455309Z RuntimeError: test_quantization failed!

2021-07-26T02:47:01.0664731Z Generated XML report: test-reports\python-unittest\test_quantization\TEST-quantization.core.test_workflow_module.TestRecordHistogramObserver-20210726023533.xml
2021-07-26T02:47:01.0666657Z Generated XML report: test-reports\python-unittest\test_quantization\TEST-quantization.bc.test_backward_compatibility.TestSerialization-20210726023533.xml
2021-07-26T02:47:01.0668560Z Generated XML report: test-reports\python-unittest\test_quantization\TEST-quantization.core.test_quantized_module.TestStaticQuantizedModule-20210726023533.xml
2021-07-26T02:47:01.0670397Z Generated XML report: test-reports\python-unittest\test_quantization\TEST-quantization.fx.test_numeric_suite_fx.TestFXGraphMatcherModels-20210726023533.xml
2021-07-26T02:47:01.0672063Z Generated XML report: test-reports\python-unittest\test_quantization\TEST-quantization.core.test_quantized_op.TestQNNPackOps-20210726023533.xml
2021-07-26T02:47:02.7452933Z Traceback (most recent call last):
2021-07-26T02:47:02.7453582Z   File "run_test.py", line 1090, in <module>
2021-07-26T02:47:02.7453957Z     main()
2021-07-26T02:47:02.7454465Z   File "run_test.py", line 1069, in main
2021-07-26T02:47:02.7454888Z     raise RuntimeError(err_message)
2021-07-26T02:47:02.7455309Z RuntimeError: test_quantization failed!
2021-07-26T02:47:02.9863297Z 
2021-07-26T02:47:02.9864002Z (base) C:\actions-runner\_work\pytorch\pytorch\pytorch-1065730328\test>popd
2021-07-26T02:47:02.9868317Z 
2021-07-26T02:47:02.9868976Z (base) C:\actions-runner\_work\pytorch\pytorch\pytorch-1065730328>if ERRORLEVEL 1 exit /b 1 
2021-07-26T02:47:02.9904119Z + cleanup
2021-07-26T02:47:02.9904424Z + retcode=1
2021-07-26T02:47:02.9904677Z + set +x
2021-07-26T02:47:02.9939647Z ##[error]Process completed with exit code 1.
2021-07-26T02:47:03.0225286Z ##[group]Run # -ir => recursive include all files in pattern
2021-07-26T02:47:03.0225962Z �[36;1m# -ir => recursive include all files in pattern�[0m

ci.pytorch.org: 1 failed

Failed: pr/pytorch-linux-bionic-rocm4.2-py3.6

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ghstack-source-id: 94ccf5dd17c66b055a2c31f4db5226d68ff910e2 Pull Request resolved: #61338

[ghstack-poisoned]

ghstack-source-id: f5f597b60c31c627fc910e593fd47620481d025f Pull Request resolved: #61338

VitalyFedyunin · 2021-07-12T17:42:46Z

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

Differential Revision: [D29663670](https://our.internmc.facebook.com/intern/diff/D29663670) [ghstack-poisoned]

…tionalMaxPool3d" Differential Revision: [D29663670](https://our.internmc.facebook.com/intern/diff/D29663670) [ghstack-poisoned]

…ol3d ghstack-source-id: 86f5a2f6efc45a7b56dd51990805ca8f91e50f02 Pull Request resolved: #61338

github-actions · 2022-04-13T10:38:04Z

Looks like this PR hasn't been updated in a while so we're going to go ahead and mark this as Stale.
Feel free to remove the Stale label if you feel this was a mistake.
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add channels last support for FractionalMaxPool2d on CPU

9d6de49

[ghstack-poisoned]

mingfeima mentioned this pull request Jul 7, 2021

add channels last support for thnn_conv2d (non-dilated) #49582

Closed

facebook-github-bot added the cla signed label Jul 7, 2021

mingfeima added a commit that referenced this pull request Jul 7, 2021

add channels last support for FractionalMaxPool2d on CPU

c9df6f3

ghstack-source-id: 94ccf5dd17c66b055a2c31f4db5226d68ff910e2 Pull Request resolved: #61338

pytorchbot added the open source label Jul 7, 2021

Update on "add channels last support for FractionalMaxPool2d on CPU"

4c51fda

[ghstack-poisoned]

mingfeima added a commit that referenced this pull request Jul 8, 2021

add channels last support for FractionalMaxPool2d on CPU

e190007

ghstack-source-id: f5f597b60c31c627fc910e593fd47620481d025f Pull Request resolved: #61338

Update on "add channels last support for FractionalMaxPool2d on CPU"

c7cbed5

Differential Revision: [D29663670](https://our.internmc.facebook.com/intern/diff/D29663670) [ghstack-poisoned]

mingfeima requested a review from ezyang as a code owner July 26, 2021 00:43

mingfeima changed the title ~~add channels last support for FractionalMaxPool2d on CPU~~ add channels last support for FractionalMaxPool2d and FractionalMaxPool3d Jul 26, 2021

Update on "add channels last support for FractionalMaxPool2d and Frac…

26983c6

…tionalMaxPool3d" Differential Revision: [D29663670](https://our.internmc.facebook.com/intern/diff/D29663670) [ghstack-poisoned]

mingfeima added a commit that referenced this pull request Jul 26, 2021

add channels last support for FractionalMaxPool2d and FractionalMaxPo…

c2d5bc2

…ol3d ghstack-source-id: 86f5a2f6efc45a7b56dd51990805ca8f91e50f02 Pull Request resolved: #61338

ezyang removed their request for review July 26, 2021 14:09

github-actions bot added the Stale label Apr 13, 2022

github-actions bot closed this May 13, 2022

facebook-github-bot deleted the gh/mingfeima/39/head branch June 12, 2022 14:22

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add channels last support for FractionalMaxPool2d and FractionalMaxPool3d #61338

add channels last support for FractionalMaxPool2d and FractionalMaxPool3d #61338

mingfeima commented Jul 7, 2021 •

edited

facebook-github-bot commented Jul 7, 2021 •

edited

VitalyFedyunin commented Jul 12, 2021

github-actions bot commented Apr 13, 2022

add channels last support for FractionalMaxPool2d and FractionalMaxPool3d #61338

add channels last support for FractionalMaxPool2d and FractionalMaxPool3d #61338

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mingfeima commented Jul 7, 2021 • edited

facebook-github-bot commented Jul 7, 2021 • edited

🔗 Helpful links

💊 CI failures summary and remediations

🕵️ 9 new failures recognized by patterns

pytorch_linux_bionic_cuda10_2_cudnn7_py3_9_gcc7_build (1/9)

pytorch_linux_bionic_rocm3_9_py3_6_build (2/9)

pytorch_linux_bionic_py3_6_clang9_noarch_test (3/9)

pytorch_linux_xenial_py3_clang5_asan_test2 (4/9)

pytorch_linux_xenial_cuda11_1_cudnn8_py3_gcc7_build (5/9)

pytorch_macos_10_13_py3_test (6/9)

pytorch_linux_xenial_py3_6_gcc5_4_test (7/9)

Linux CI (pytorch-linux-bionic-py3.8-gcc9-coverage) / test (default, 2, 2, linux.2xlarge) (8/9)

Windows CI (pytorch-win-vs2019-cpu-py3) / test (default, 2, 2, windows.4xlarge) (9/9)

ci.pytorch.org: 1 failed

VitalyFedyunin commented Jul 12, 2021

github-actions bot commented Apr 13, 2022

mingfeima commented Jul 7, 2021 •

edited

facebook-github-bot commented Jul 7, 2021 •

edited