31 def _generate_input(shape, dtype, device, with_extremal):  argument
101     def _test_dim_keepdim(self, op: ReductionOpInfo, device, *, ndim, **dim_keepdim):  argument
117     def test_dim_default(self, device, op: ReductionOpInfo):  argument
123     def test_dim_default_keepdim(self, device, op: ReductionOpInfo):  argument
129     def test_dim_none(self, device, op: ReductionOpInfo):  argument
135     def test_dim_none_keepdim(self, device, op: ReductionOpInfo):  argument
141     def test_dim_single(self, device, op: ReductionOpInfo):  argument
149     def test_dim_single_keepdim(self, device, op: ReductionOpInfo):  argument
157     def test_dim_empty(self, device, op: ReductionOpInfo):  argument
163     def test_dim_empty_keepdim(self, device, op: ReductionOpInfo):  argument
169     def test_dim_multi(self, device, op: ReductionOpInfo):  argument
175     def test_dim_multi_keepdim(self, device, op: ReductionOpInfo):  argument
181     def test_dim_multi_unsorted(self, device, op: ReductionOpInfo):  argument
186     def test_dim_multi_unsorted_keepdim(self, device, op: ReductionOpInfo):  argument
191     def test_dim_multi_duplicate(self, device, op: ReductionOpInfo):  argument
197     def test_dim_multi_unsupported(self, device, op: ReductionOpInfo):  argument
203     def test_dim_offbounds(self, device, op: ReductionOpInfo):  argument
209     def test_dim_ndim_limit(self, device, op: ReductionOpInfo):  argument
217     def test_identity(self, device, dtype, op: ReductionOpInfo):  argument
233     def test_nan_policy_propagate(self, device, dtype, op: ReductionOpInfo):  argument
243     def test_nan_policy_omit(self, device, dtype, op: ReductionOpInfo):  argument
253     def test_result_dtype(self, device, dtype, op: ReductionOpInfo):  argument
276     def test_empty_tensor_empty_slice(self, device, op: ReductionOpInfo):  argument
309     def test_empty_tensor_nonempty_slice(self, device, op: ReductionOpInfo):  argument
330     def test_noncontiguous_innermost(self, device, dtype, op: ReductionOpInfo):  argument
336     def test_noncontiguous_outermost(self, device, dtype, op: ReductionOpInfo):  argument
342     def test_noncontiguous_all(self, device, dtype, op: ReductionOpInfo):  argument
348     def test_noncontiguous_transposed(self, device, dtype, op: ReductionOpInfo):  argument
354     def test_noncontiguous_expanded(self, device, dtype, op: ReductionOpInfo):  argument
375     def test_ref_scalar_input(self, device, dtype, op: ReductionOpInfo):  argument
381     def test_ref_small_input(self, device, dtype, op: ReductionOpInfo):  argument
390     def test_ref_large_input_1D(self, device, dtype, op: ReductionOpInfo):  argument
396     def test_ref_large_input_2D(self, device, dtype, op: ReductionOpInfo):  argument
404     def test_ref_large_input_64bit_indexing(self, device, dtype, op: ReductionOpInfo):  argument
410     def test_ref_duplicate_values(self, device, dtype, op: ReductionOpInfo):  argument
420     def test_ref_extremal_values(self, device, dtype, op: ReductionOpInfo):  argument
432     def test_var_unbiased(self, device):  argument
451     def test_var_stability(self, device):  argument
456     def test_sum_dim_reduction_uint8_overflow(self, device):  argument
466     def test_dim_reduction_less_than_64(self, device):  argument
479     def test_dim_reduction_lastdim(self, device, dtype):  argument
491     def test_logsumexp(self, device, dtype):  argument
511     def test_logsumexp_integral_promotion(self, device):  argument
522     def test_logcumsumexp_complex(self, device, dtype):  argument
631     def test_sum_parallel(self, device):  argument
671     def test_max_elementwise(self, device):  argument
675     def test_min_elementwise(self, device):  argument
678     def test_all_any(self, device):  argument
707     def test_all_any_with_dim(self, device):  argument
724     def test_numpy_named_args(self, device):  argument
839     def test_sum_dim(self, device):  argument
846     def test_mean_dim(self, device):  argument
854     def test_std_dim(self, device):  argument
862     def test_var_dim(self, device):  argument
871     def test_logsumexp_dim(self, device):  argument
879     def test_mean_int_with_optdtype(self, device):  argument
935     def test_sum_integer_upcast(self, device):  argument
940     def test_prod_integer_upcast(self, device):  argument
945     def test_cumsum_integer_upcast(self, device):  argument
949     def test_cumprod_integer_upcast(self, device):  argument
953     def test_mode(self, device, dtype):  argument
986     def _test_mode_intervals(self, shape, intervals, device, dtype, v=1):  argument
1004     def test_mode_large(self, device, dtype):  argument
1022     def test_mode_boolean(self, device):  argument
1050     def test_mode_wrong_dtype(self, device):  argument
1074     def test_mode_wrong_device(self, device):  argument
1090     def test_accreal_type(self, device) -> None:  argument
1100     def test_var_mean_some_dims(self, device):  argument
1117     def test_all_any_empty(self, device):  argument
1126     def test_all_issue117215(self, device):  argument
1135     def test_max_with_inf(self, device, dtype):  argument
1144     def test_min_with_inf(self, device, dtype):  argument
1151     def _test_minmax_helper(self, torchfn, reffn, device, dtype, skip_indices=False):  argument
1152         def create_input(shape, device, dtype):  argument
1203     def test_max(self, device, dtype):  argument
1209     def test_min(self, device, dtype):  argument
1215     def test_amin(self, device, dtype):  argument
1221     def test_amax(self, device, dtype):  argument
1227     def test_aminmax(self, device, dtype):  argument
1240     def test_invalid_0dim_aminmax(self, device, dtype):  argument
1246     def test_bincount(self, device):  argument
1339     def test_var_stability2(self, device):  argument
1354     def test_sum_noncontig_lowp(self, device, dtype) -> None:  argument
1372         def helper(self, shape, reduce_dims, device, dtype):  argument
1398     def test_sum_all(self, device, dtype) -> None:  argument
1410     def _test_memory_format_transformations(self, device, input_generator_fn, transformation_fn,  argument
1459     def test_sum_out(self, device, dtype: torch.dtype) -> None:  argument
1473     def test_prod_gpu(self, device, dtype):  argument
1488     def test_prod(self, device, dtype):  argument
1497     def test_prod_lowp(self, device, dtype):  argument
1507     def test_prod_bool(self, device):  argument
1525     def test_max_mixed_devices(self, device):  argument
1536     def test_min_mixed_devices(self, device):  argument
1547     def test_bucketization(self, device):  argument
1671     def test_nansum(self, device, dtype):  argument
1696     def _test_reduction_function_with_numpy(self, torch_func, np_func, device, dtype,  argument
1724     def test_count_nonzero(self, device, dtype):  argument
1742 …def _test_sum_reduction_vs_numpy(self, torch_fn, np_fn, device, dtype, with_keepdim=False, with_ex…  argument
1767     def test_sum_vs_numpy(self, device, dtype):  argument
1774     def test_nansum_vs_numpy(self, device, dtype):  argument
1781     def test_nansum_complex(self, device, dtype):  argument
1787     def test_nansum_out_dtype(self, device, dtype):  argument
1801     def test_argminmax_multiple(self, device, dtype):  argument
1886     def test_all_any_vs_numpy(self, device, dtype):  argument
1998     def test_repeated_dim(self, device):  argument
2011     def test_var(self, device):  argument
2027     def test_var_large_input(self, device):  argument
2037     def test_sum_noncontig(self, device, dtype):  argument
2046     def test_min_max_nan(self, device):  argument
2066     def test_sum_cpu_device_mismatch(self, device):  argument
2083     def test_minmax_illegal_dtype(self, device):  argument
2108     def test_dim_arg_reduction_scalar(self, device, dtype):  argument
2126     def test_dim_reduction(self, device, dtype):  argument
2248     def test_dim_reduction_fns(self, device, dtype, fn_name):  argument
2306     def test_reduction_split(self, device):  argument
2316     def test_reduction_vectorize_along_input_corner(self, device, dtype):  argument
2414     def test_reduction_vectorize_along_output(self, device, dtype):  argument
2437     def test_argminmax_large_axis(self, device):  argument
2447     def test_argminmax_axis_with_dim_one(self, device):  argument
2465     def test_median_real_values(self, device, dtype):  argument
2494     def test_median_nan_values(self, device, dtype):  argument
2532     def test_median_corner_cases(self, device):  argument
2583     def test_quantile(self, device, dtype):  argument
2624     def test_quantile_backward(self, device):  argument
2640     def test_quantile_error(self, device):  argument
2669     def test_std_mean(self, device):  argument
2680     def test_std_mean_all_dims(self, device):  argument
2689     def test_var_mean(self, device):  argument
2700     def test_var_mean_all_dims(self, device):  argument
2709     def test_std_mean_some_dims(self, device):  argument
2724     def _compare_std_var_with_numpy(self, op, device, dtype, input, dim,  argument
2763     def test_var_vs_numpy(self, device, dtype):  argument
2774     def test_std_vs_numpy(self, device, dtype):  argument
2785     def test_var_correction_vs_numpy(self, device, dtype):  argument
2819     def test_std_correction_vs_numpy(self, device, dtype):  argument
2853     def test_std_mean_correction(self, device, dtype):  argument
2884     def test_var_mean_correction(self, device, dtype):  argument
2915     def test_warn_invalid_degrees_of_freedom(self, device, dtype):  argument
2927     def test_amin_amax_some_dims(self, device):  argument
2947     def test_histc(self, device):  argument
3072     def test_histc_lowp(self, device, dtype):  argument
3138     def test_histogram(self, device, dtype):  argument
3258     def test_histogramdd(self, device, dtype):  argument
3316     def test_histogram_error_handling(self, device, dtype):  argument
3379     def test_tensor_compare_ops_empty(self, device):  argument
3421     def test_tensor_compare_ops_argmax_argmix_kthvalue_dim_empty(self, device):  argument
3461     def test_tensor_reduce_ops_empty(self, device):  argument
3525     def test_reduction_empty_any_all(self, device):  argument
3553     def test_reduce_dtype(self, device):  argument
3579     def test_reference_masked(self, device, dtype, op):  argument
3618     def test_reductions_large_half_tensors(self, device, dtype):  argument