pytorch

c1ced8ff - [composite compliance] add test for fwd AD

[composite compliance] add test for fwd AD Fixes https://github.com/pytorch/pytorch/issues/74678 Test timings: ``` ======================================= 756 passed, 99 skipped, 13864 deselected, 76 xfailed, 16 warnings in 278.35s (0:04:38) ======================================= ``` Slowest ops ``` ======================================================================== slowest 20 durations ======================================================================== 32.16s call test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_instance_norm_cuda_float32 30.51s call test/test_ops.py::TestCompositeComplianceCPU::test_forward_ad_nn_functional_instance_norm_cpu_float32 9.89s call test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad__masked_norm_cuda_float32 8.54s call test/test_ops.py::TestCompositeComplianceCPU::test_forward_ad__masked_norm_cpu_float32 8.52s call test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_diff_cuda_float32 8.33s call test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linalg_solve_triangular_cuda_float32 8.08s call test/test_ops.py::TestCompositeComplianceCPU::test_forward_ad_linalg_solve_triangular_cpu_float32 8.03s call test/test_ops.py::TestCompositeComplianceCPU::test_forward_ad_diff_cpu_float32 6.52s call test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_cov_cuda_float32 5.77s call test/test_ops.py::TestCompositeComplianceCPU::test_forward_ad_cov_cpu_float32 4.12s call test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_lu_solve_cuda_float32 3.78s call test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad__masked_std_cuda_float32 3.67s call test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_gradient_cuda_float32 3.55s call test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad__masked_var_cuda_float32 3.47s call test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_max_pool2d_cuda_float32 3.42s call test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_batch_norm_without_cudnn_cuda_float32 3.40s call test/test_ops.py::TestCompositeComplianceCPU::test_forward_ad_nn_functional_max_pool2d_cpu_float32 3.30s call test/test_ops.py::TestCompositeComplianceCPU::test_forward_ad__masked_std_cpu_float32 3.30s call test/test_ops.py::TestCompositeComplianceCPU::test_forward_ad_gradient_cpu_float32 3.28s call test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_batch_norm_cuda_float32 ====================================================================== short test summary info ======================================================================= ``` Pull Request resolved: https://github.com/pytorch/pytorch/pull/75178 Approved by: https://github.com/zou3519