192     def _gen_sparse(self, sparse_dim, nnz, with_size, dtype, device, coalesced):  argument
226     def test_print_coalesced(self, device, dtype):  argument
230     def test_print_uncoalesced(self, device, dtype):  argument
233     def _test_print(self, device, dtype, coalesced):  argument
288     def test_basic(self, device, dtype, coalesced):  argument
324     def test_coalesce(self, device, dtype, coalesced):  argument
372     def test_coalesce_reference_cycle(self, device, dtype):  argument
398     def test_ctor_large_sizes(self, device, dtype):  argument
412     def test_ctor_size_checks(self, device, dtype):  argument
437     def test_ctor_is_coalesced_with_gradcheck(self, device, dtype, coalesced):  argument
459     def test_to_dense_with_gradcheck(self, device, dtype, gradcheck):  argument
521     def test_to_sparse(self, device, dtype, coalesced):  argument
540     def test_sparse_bool(self, device, dtype):  argument
547     def test_scalar(self, device, dtype):  argument
577     def test_shared(self, device, dtype):  argument
595     def test_to_dense_hybrid(self, device, dtype, gradcheck):  argument
641     def test_contig(self, device, dtype):  argument
722     def test_contig_hybrid(self, device, dtype):  argument
810     def test_clone(self, device, dtype, coalesced):  argument
829     def test_Sparse_to_Sparse_copy_(self, device, dtype, coalesced):  argument
876     def test_Sparse_to_Sparse_copy_multi_gpu(self, device, dtype, coalesced):  argument
906     def test_cuda_empty(self, device):  argument
929     def test_transpose(self, device, dtype, coalesced):  argument
951     def test_permute(self, device, dtype, coalesced, gradcheck):  argument
1004     def test_coalesce_transpose_mm(self, device, dtype, coalesced):  argument
1028     def test_t_empty(self, device, dtype):  argument
1057     def test_add_zeros(self, device, dtype, coalesced):  argument
1072     def test_add_sub_nnz(self, device, dtype):  argument
1085     def test_cat(self, device, dtype, coalesced):  argument
1127     def test_unsqueeze(self, device, dtype, coalesced):  argument
1159     def test_select(self, device, dtype, coalesced):  argument
1190     def test_select_no_type_promotion(self, device, dtype):  argument
1206     def test_index_select(self, device, dtype, coalesced):  argument
1230     def _test_index_select_exhaustive_index(self, sizes, dims, device, dtype, coalesced):  argument
1258     def test_index_select_exhaustive_index_small(self, device, dtype, coalesced):  argument
1264     def test_index_select_exhaustive_index_large(self, device, dtype, coalesced):  argument
1270     def test_index_select_empty_and_non_contiguous_index(self, device, dtype, coalesced):  argument
1302     def test_index_select_parallelization(self, device, dtype, coalesced):  argument
1333     def test_mm(self, device, dtype, coalesced):  argument
1367     def test_bmm(self, device, dtype, coalesced):  argument
1423     def test_bmm_deterministic(self, device, dtype, coalesced):  argument
1462     def test_bmm_windows_error(self, device, dtype):  argument
1473     def test_saddmm(self, device, dtype, coalesced):  argument
1506     def test_sspaddmm(self, device, dtype, coalesced):  argument
1557     def test_sparse_addmm(self, device, dtype, coalesced):  argument
1598     def test_sparse_mm(self, device, dtype, coalesced):  argument
1621     def test_sparse_mul(self, device, dtype, coalesced, gradcheck):  argument
1642     def test_dsmm(self, device, dtype, coalesced):  argument
1661     def test_hsmm(self, device, dtype, coalesced):  argument
1680     def test_spadd(self, device, dtype, coalesced):  argument
1752     def test_sparse_add_out_bfloat16(self, device, dtype, coalesced):  argument
1767     def test_norm(self, device, dtype, coalesced):  argument
1796     def test_sparse_sum(self, device, dtype, coalesced):  argument
1858     def _test_basic_ops_shape(self, nnz_x1, nnz_x2, shape_i, shape_v, dtype, device, coalesced):  argument
1935     def test_basic_ops(self, device, dtype, coalesced):  argument
1966     def test_add_dense_sparse_mismatch(self, device, dtype):  argument
1982     def test_add_noncontiguous(self, device, dtype):  argument
1991     def _test_sparse_mask_shape(self, nnz_x1, nnz_x2, shape_i, shape_v, dtype, device, coalesced):  argument
2005     def test_sparse_mask(self, device, dtype, coalesced):  argument
2074     def test_sparse_mask_hybrid(self, device, dtype, coalesced):  argument
2136     def test_sparse_mask_backward(self, device, dtype):  argument
2169     def test_zeros(self, device, dtype, coalesced):  argument
2194     def test_zeros_like(self, device, dtype, coalesced):  argument
2247     def _test_empty_like(self, sparse_tensor, dtype, device, coalesced):  argument
2277     def test_empty_like(self, device, dtype, coalesced):  argument
2333     def test_narrow(self, device, dtype, coalesced):  argument
2375     def test_log1p(self, device, dtype, coalesced):  argument
2439     def test_neg_negative(self, device, dtype, coalesced):  argument
2520     def test_asin_arcsin(self, device, dtype, coalesced):  argument
2566     def test_mv(self, device, dtype, coalesced):  argument
2592     def test_sparse_add_coalesce(self, device, dtype):  argument
2610     def test_storage_not_null(self, device):  argument
2643     def _test_new_device(self, size, device=torch.cuda):  argument
2669     def test_new(self, device, dtype, coalesced):  argument
2685     def test_factory(self, device, dtype):  argument
2725     def test_factory_size_check(self, device, dtype):  argument
2765     def test_factory_empty_indices(self, device):  argument
2779     def test_factory_nnz(self, device, dtype):  argument
2793     def test_factory_nnz_zero(self, device, dtype):  argument
2814     def test_factory_dense_dim(self, device, dtype):  argument
2829     def test_factory_type_inference(self, device, dtype):  argument
2845     def test_factory_device_type_inference(self, device):  argument
2871     def test_factory_copy(self, device):  argument
2933     def test_legacy_new_device(self, device):  argument
2951     def test_legacy_new(self, device):  argument
2964     def test_dtypes(self, device):  argument
2970     def _test_empty_full(self, device, dtype, requires_grad):  argument
3002     def test_empty_full(self, device, dtype, requires_grad):  argument
3011     def test_is_sparse(self, device):  argument
3021     def test_resize_as(self, device):  argument
3032     def _test_resize_shape(self, x_i, x_v, x_size, y_i, y_v, y_size, dtype, device):  argument
3054     def test_resize(self, device, dtype):  argument
3118     def test_is_nonzero(self, device):  argument
3139     def test_change_tensor_metadata(self, device, dtype):  argument
3182     def test_pickle(self, device, dtype, coalesced):  argument
3212     def test_any(self, device):  argument
3220     def test_isnan(self, device):  argument
3230     def test_div_rounding_mode(self, device, dtype, coalesced):  argument
3249     def test_div_by_sparse_error(self, device):  argument
3254     def test_floor_divide_by_sparse_error(self, device):  argument
3261     def test_sparse_to_numpy(self, device):  argument
3267     def test_softmax(self, device, dtype, coalesced):  argument
3566     def _check_zero_nnz_softmax_op(self, func, ndim, device, dtype):  argument
3579     def test_softmax_zero_nnz(self, device, dtype):  argument
3585     def test_log_softmax_zero_nnz(self, device, dtype):  argument
3599     def test_sparse_matmul(self, device, dtype, coalesced):  argument
3714     def test_assign(self, device, dtype, coalesced):  argument
3722     def test_full_broadcast_to(self, device, dtype):  argument
3753     def test_sparse_broadcast_to(self, device, dtype, coalesced):  argument
3766     def _test_mul_skips(self, device, dtype, coalesced):  argument
3784     def test_sparse_sparse_mul(self, device, dtype, coalesced):  argument
3834     def test_sparse_dense_mul(self, device, dtype, coalesced):  argument
3922     def test_sparse_spdiags(self, device, dtype):  argument
4018     def test_sum(self, device, dtype, coalesced):  argument
4097     def test_sparse_consistency(self, device, dtype, op):  argument
4108     def test_out(self, device, dtype, op):  argument
4122     def test_inplace(self, device, dtype, op):  argument
4140     def test_sparse_zero_dims(self, device, dtype, op):  argument
4150     def test_sparse_zeros(self, device, dtype, op):  argument
4162     def test_sparse_fn_grad(self, device, dtype, op):  argument
4191     def test_future_empty_dim(self, device, dtype, op):  argument
4714     def test_constructor_autograd(self, device, layout):  argument
4784     def test_to_dense(self, from_layout, device, dtype, index_dtype):  argument
4798     def test_gradcheck_to_dense(self, from_layout, device, dtype, index_dtype, gradcheck):  argument
4813     def test_to_sparse(self, from_layout, to_layout, device, dtype, index_dtype):  argument
4987     def test_reductions(self, layout, device, dtype, op):  argument
5007     def test_reductions_backward(self, layout, device, dtype, op):  argument
5039     def test_unsupported_backend_error_message(self, mth, layout, device):  argument
5076     def test_gradcheck_mm(self, layout, dtype, device, masked, fast_mode):  argument
5121     def test_binary_operation(self, layout, device, dtype, op):  argument
5156     def test_to_sparse_identity(self, device, layout, dtype):  argument
5176     def test_like_fns(self, layout, device, dtype, op):  argument
5231     def test_sparse_mask(self, mask_layout, device, dtype):  argument
5275     def test_as_sparse_gradcheck(self, layout, device, masked, fast_mode):  argument
5315     def test_dataloader(self, device, layout, dtype):  argument
5344     def test_constructor_pin_memory(self, device, layout):  argument
5374     def test_method_pin_memory(self, device, layout):  argument
5424     def test_constructor_pinned_memory(self, device, layout):  argument
5455     def test_constructor_mismatched_pinned_memory(self, device, layout):  argument