pytorch

061baf02 - Skip failing tests when LAPACK and MAGMA are not available (#64930)

Skip failing tests when LAPACK and MAGMA are not available (#64930) Summary: Skip failing tests when LAPACK and MAGMA are not available for ` test_linalg.py` and ` test_ops.py`. Note that there's no CI without LAPACK or MAGMA. I verified locally that now it works as expected, but in the future we have no guards against tests failing again for this situation. <details> <summary> test_ops.py failures that are fixed</summary> ``` FAILED test/test_ops.py::TestCommonCPU::test_out_linalg_tensorinv_cpu_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestCommonCPU::test_reference_testing_linalg_tensorinv_cpu_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestCommonCPU::test_reference_testing_linalg_tensorinv_cpu_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestCommonCPU::test_variant_consistency_eager_linalg_tensorinv_cpu_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestCommonCPU::test_variant_consistency_eager_linalg_tensorinv_cpu_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestCommonCPU::test_variant_consistency_eager_triangular_solve_cpu_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestCommonCPU::test_variant_consistency_eager_triangular_solve_cpu_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestGradientsCPU::test_fn_grad_linalg_tensorinv_cpu_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestGradientsCPU::test_fn_grad_linalg_tensorinv_cpu_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestGradientsCPU::test_fn_grad_triangular_solve_cpu_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestGradientsCPU::test_fn_grad_triangular_solve_cpu_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestGradientsCPU::test_fn_gradgrad_linalg_tensorinv_cpu_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestGradientsCPU::test_fn_gradgrad_linalg_tensorinv_cpu_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestGradientsCPU::test_fn_gradgrad_triangular_solve_cpu_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestGradientsCPU::test_fn_gradgrad_triangular_solve_cpu_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestGradientsCPU::test_forward_mode_AD_linalg_tensorinv_cpu_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestGradientsCPU::test_forward_mode_AD_linalg_tensorinv_cpu_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestGradientsCPU::test_forward_mode_AD_triangular_solve_cpu_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestGradientsCPU::test_forward_mode_AD_triangular_solve_cpu_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestJitCPU::test_variant_consistency_jit_linalg_tensorinv_cpu_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestJitCPU::test_variant_consistency_jit_triangular_solve_cpu_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestJitCPU::test_variant_consistency_jit_triangular_solve_cpu_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_tensorinv_cpu_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestMathBitsCPU::test_conj_view_triangular_solve_cpu_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_tensorinv_cpu_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_ops.py::TestMathBitsCPU::test_neg_view_triangular_solve_cpu_float64 - RuntimeError: svd: LAPACK library not found in compilation ``` </details> <details> <summary> test_linalg.py failures that are fixed</summary> ``` FAILED test/test_linalg.py::TestLinalgCPU::test_norm_dtype_cpu - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCPU::test_norm_matrix_cpu_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCPU::test_norm_matrix_cpu_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCPU::test_nuclear_norm_axes_small_brute_force_old_cpu - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_eigh_hermitian_grad_meta_complex128 - RuntimeError: Calling torch.linalg.eigh or eigvalsh on a CPU tensor requires compiling PyTorch with LAPACK. Please use PyTorch built with LAPACK support. FAILED test/test_linalg.py::TestLinalgMETA::test_eigh_hermitian_grad_meta_float64 - RuntimeError: Calling torch.linalg.eigh or eigvalsh on a CPU tensor requires compiling PyTorch with LAPACK. Please use PyTorch built with LAPACK support. FAILED test/test_linalg.py::TestLinalgMETA::test_inverse_meta_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_inverse_meta_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_inverse_meta_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_inverse_meta_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_lu_meta_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_lu_meta_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_lu_meta_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_lu_solve_batched_broadcasting_meta_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_lu_solve_batched_broadcasting_meta_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_lu_solve_batched_broadcasting_meta_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_lu_solve_batched_broadcasting_meta_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_lu_solve_batched_non_contiguous_meta_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_lu_solve_batched_non_contiguous_meta_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_lu_solve_batched_non_contiguous_meta_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_lu_solve_batched_non_contiguous_meta_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_lu_solve_meta_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_lu_solve_meta_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_lu_solve_meta_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_lu_solve_meta_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_old_solve_batched_broadcasting_meta_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_old_solve_batched_broadcasting_meta_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_old_solve_batched_broadcasting_meta_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_old_solve_batched_broadcasting_meta_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_old_solve_batched_meta_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_old_solve_batched_meta_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_old_solve_batched_meta_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_old_solve_batched_meta_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_old_solve_batched_non_contiguous_meta_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_old_solve_batched_non_contiguous_meta_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_old_solve_batched_non_contiguous_meta_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_old_solve_batched_non_contiguous_meta_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_old_solve_meta_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_old_solve_meta_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_old_solve_meta_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_old_solve_meta_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_solve_batched_non_contiguous_meta_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_solve_batched_non_contiguous_meta_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_solve_batched_non_contiguous_meta_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_solve_batched_non_contiguous_meta_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_solve_meta_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_solve_meta_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_solve_meta_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_solve_meta_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_svd_square_col_maj_meta_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_svd_square_col_maj_meta_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_svd_square_meta_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_svd_square_meta_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_svd_square_meta_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_svd_square_meta_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_svd_tall_all_col_maj_meta_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_svd_tall_all_col_maj_meta_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_svd_tall_all_meta_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_svd_tall_all_meta_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_svd_tall_some_col_maj_meta_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_svd_tall_some_col_maj_meta_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_svd_tall_some_meta_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgMETA::test_svd_tall_some_meta_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_inverse_cuda_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_inverse_cuda_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_inverse_cuda_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_inverse_cuda_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_svd_lowrank_cuda_float64 - RuntimeError: Calling torch.lu on a CUDA tensor requires compiling PyTorch with MAGMA. lease rebuild with MAGMA. FAILED test/test_linalg.py::TestLinalgCUDA::test_svd_square_col_maj_cuda_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_svd_square_col_maj_cuda_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_svd_square_cuda_complex128 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_svd_square_cuda_complex64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_svd_square_cuda_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_svd_square_cuda_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_svd_tall_all_col_maj_cuda_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_svd_tall_all_col_maj_cuda_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_svd_tall_all_cuda_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_svd_tall_all_cuda_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_svd_tall_some_col_maj_cuda_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_svd_tall_some_col_maj_cuda_float64 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_svd_tall_some_cuda_float32 - RuntimeError: svd: LAPACK library not found in compilation FAILED test/test_linalg.py::TestLinalgCUDA::test_svd_tall_some_cuda_float64 - RuntimeError: svd: LAPACK library not found in compilation ``` </details> Fixes https://github.com/pytorch/pytorch/issues/59662 cc mruberry jianyuh nikitaved pearu walterddr IvanYashchuk xwang233 Lezcano Pull Request resolved: https://github.com/pytorch/pytorch/pull/64930 Reviewed By: zou3519 Differential Revision: D31739416 Pulled By: mruberry fbshipit-source-id: 153c40d8eeeb094b06816882a7cbb28c681509a9