feature gap in sparsity

[daisyden]

🚀 The feature, motivation and pitch

We have a list of unit test on sparsity is to be enabled.
"test_dtypes_sparse_sampled_addmm_xpu",
"test_compare_cpu_sparse_sampled_addmm_xpu_float32",
"test_errors_sparse_mul_layout0_xpu",
"test_errors_sparse_mul_layout1_xpu",
"test_errors_sparse_mul_layout2_xpu",
"test_errors_sparse_mul_layout3_xpu",
"test_out_requires_grad_error_sparse_sampled_addmm_xpu_complex64",
"test_out_requires_grad_error_sparse_sampled_addmm_xpu_float32",
# NotImplementedError: Could not run 'aten::_to_sparse_csr' with arguments from the 'SparseXPU' backend.
"test_mask_layout_sparse_coo_masked_amax_xpu_bfloat16",
"test_mask_layout_sparse_coo_masked_amax_xpu_float16",
"test_mask_layout_sparse_coo_masked_amax_xpu_float32",
"test_mask_layout_sparse_coo_masked_amax_xpu_float64",
"test_mask_layout_sparse_coo_masked_amin_xpu_bfloat16",
"test_mask_layout_sparse_coo_masked_amin_xpu_float16",
"test_mask_layout_sparse_coo_masked_amin_xpu_float32",
"test_mask_layout_sparse_coo_masked_amin_xpu_float64",
"test_mask_layout_sparse_coo_masked_prod_xpu_bfloat16",
"test_mask_layout_sparse_coo_masked_prod_xpu_bool",
"test_mask_layout_sparse_coo_masked_prod_xpu_complex128",
"test_mask_layout_sparse_coo_masked_prod_xpu_complex64",
"test_mask_layout_sparse_coo_masked_prod_xpu_float16",
"test_mask_layout_sparse_coo_masked_prod_xpu_float32",
"test_mask_layout_sparse_coo_masked_prod_xpu_float64",
"test_mask_layout_sparse_coo_masked_prod_xpu_int16",
"test_mask_layout_sparse_coo_masked_prod_xpu_int32",
"test_mask_layout_sparse_coo_masked_prod_xpu_int64",
"test_mask_layout_sparse_coo_masked_prod_xpu_int8",
"test_mask_layout_sparse_coo_masked_prod_xpu_uint8",
# NotImplementedError: Could not run 'aten::_to_sparse_csr' with arguments from the 'SparseXPU' backend.
"test_mask_layout_sparse_coo_masked_sum_xpu_bfloat16",
"test_mask_layout_sparse_coo_masked_sum_xpu_bool",
"test_mask_layout_sparse_coo_masked_sum_xpu_complex128",
"test_mask_layout_sparse_coo_masked_sum_xpu_complex64",
"test_mask_layout_sparse_coo_masked_sum_xpu_float16",
"test_mask_layout_sparse_coo_masked_sum_xpu_float32",
"test_mask_layout_sparse_coo_masked_sum_xpu_float64",
"test_mask_layout_sparse_coo_masked_sum_xpu_int16",
"test_mask_layout_sparse_coo_masked_sum_xpu_int32",
"test_mask_layout_sparse_coo_masked_sum_xpu_int64",
"test_mask_layout_sparse_coo_masked_sum_xpu_int8",
"test_mask_layout_sparse_coo_masked_sum_xpu_uint8",
"test_mask_layout_sparse_csr_masked_amax_xpu_bfloat16",
"test_mask_layout_sparse_csr_masked_amax_xpu_float16",
"test_mask_layout_sparse_csr_masked_amax_xpu_float32",
"test_mask_layout_sparse_csr_masked_amax_xpu_float64",
"test_mask_layout_sparse_csr_masked_amin_xpu_bfloat16",
"test_mask_layout_sparse_csr_masked_amin_xpu_float16",
"test_mask_layout_sparse_csr_masked_amin_xpu_float32",
"test_mask_layout_sparse_csr_masked_amin_xpu_float64",
"test_mask_layout_sparse_csr_masked_mean_xpu_bfloat16",
"test_mask_layout_sparse_csr_masked_mean_xpu_float16",
"test_mask_layout_sparse_csr_masked_mean_xpu_float32",
"test_mask_layout_sparse_csr_masked_mean_xpu_float64",
"test_mask_layout_sparse_csr_masked_prod_xpu_bfloat16",
"test_mask_layout_sparse_csr_masked_prod_xpu_bool",
"test_mask_layout_sparse_csr_masked_prod_xpu_complex128",
"test_mask_layout_sparse_csr_masked_prod_xpu_complex64",
"test_mask_layout_sparse_csr_masked_prod_xpu_float16",
"test_mask_layout_sparse_csr_masked_prod_xpu_float32",
"test_mask_layout_sparse_csr_masked_prod_xpu_float64",
"test_mask_layout_sparse_csr_masked_prod_xpu_int16",
"test_mask_layout_sparse_csr_masked_prod_xpu_int32",
"test_mask_layout_sparse_csr_masked_prod_xpu_int64",
"test_mask_layout_sparse_csr_masked_prod_xpu_int8",
"test_mask_layout_sparse_csr_masked_prod_xpu_uint8",
"test_mask_layout_sparse_csr_masked_sum_xpu_bfloat16",
"test_mask_layout_sparse_csr_masked_sum_xpu_bool",
"test_mask_layout_sparse_csr_masked_sum_xpu_complex128",
"test_mask_layout_sparse_csr_masked_sum_xpu_complex64",
"test_mask_layout_sparse_csr_masked_sum_xpu_float16",
"test_mask_layout_sparse_csr_masked_sum_xpu_float32",
"test_mask_layout_sparse_csr_masked_sum_xpu_float64",
"test_mask_layout_sparse_csr_masked_sum_xpu_int16",
"test_mask_layout_sparse_csr_masked_sum_xpu_int32",
"test_mask_layout_sparse_csr_masked_sum_xpu_int64",
"test_mask_layout_sparse_csr_masked_sum_xpu_int8",
"test_mask_layout_sparse_csr_masked_sum_xpu_uint8",
# NotImplementedError: Could not run 'aten::_to_sparse_csr' with arguments from the 'SparseXPU' backend.
"test_invalid_sparse_layout_xpu",
"test_to_dense_and_sparse_csr_xpu",
"test_sparse_xpu.py": (
"test_log_softmax_zero_nnz_xpu_float32", # - NotImplementedError: Could not run 'aten::_sparse_log_softmax' with arguments from the 'SparseXPU' backend. This could be because the operator doesn't exist for this ...
"test_log_softmax_zero_nnz_xpu_float64", # - NotImplementedError: Could not run 'aten::_sparse_log_softmax' with arguments from the 'SparseXPU' backend. This could be because the operator doesn't exist for this ...
"test_softmax_xpu_float64", # - NotImplementedError: Could not run 'aten::_sparse_softmax' with arguments from the 'SparseXPU' backend. This could be because the operator doesn't exist for this back...
"test_softmax_zero_nnz_xpu_float32", # - NotImplementedError: Could not run 'aten::_sparse_softmax' with arguments from the 'SparseXPU' backend. This could be because the operator doesn't exist for this back...
"test_softmax_zero_nnz_xpu_float64", # - NotImplementedError: Could not run 'aten::_sparse_softmax' with arguments from the 'SparseXPU' backend. This could be because the operator doesn't exist for this back...
"test_sparse_addmm_xpu_bfloat16", # - NotImplementedError: Could not run 'aten::addmm' with arguments from the 'SparseXPU' backend. This could be because the operator doesn't exist for this backend, or wa...
"test_sparse_addmm_xpu_complex128", # - NotImplementedError: Could not run 'aten::addmm' with arguments from the 'SparseXPU' backend. This could be because the operator doesn't exist for this backend, or wa...
"test_sparse_addmm_xpu_float16", # - NotImplementedError: Could not run 'aten::addmm' with arguments from the 'SparseXPU' backend. This could be because the operator doesn't exist for this backend, or wa...
"test_sparse_addmm_xpu_float64", # - NotImplementedError: Could not run 'aten::addmm' with arguments from the 'SparseXPU' backend. This could be because the operator doesn't exist for this backend, or wa...
"test_sparse_matmul_xpu_complex128", # - RuntimeError: Double and complex datatype matmul is not supported in oneDNN
"test_sparse_matmul_xpu_complex64", # - RuntimeError: Double and complex datatype matmul is not supported in oneDNN
"test_sparse_matmul_xpu_float32", # - NotImplementedError: Could not run 'aten::_sparse_sparse_matmul' with arguments from the 'SparseXPU' backend. This could be because the operator doesn't exist for thi...
"test_sparse_matmul_xpu_float64", # - RuntimeError: Double and complex datatype matmul is not supported in oneDNN
"test_sparse_mm_xpu_float64", # - NotImplementedError: Could not run 'aten::addmm' with arguments from the 'SparseXPU' backend. This could be because the operator doesn't exist for this backend, or wa...
"test_sparse_sum_xpu_float64", # - NotImplementedError: Could not run 'aten::_sparse_sum_backward' with arguments from the 'SparseXPU' backend. This could be because the operator doesn't exist for this...

Alternatives

No response

Additional context

No response