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android / platform / external / pytorch / 4c70ab26ef0a596d779ec38e9bc9c1bfc4373f93 / . / test / dynamo_expected_failures
tree: 0221799cb6947ccc1a8dd6ddf5e4ec363f93c105 [path history] [tgz]
  1. ActivationCheckpointingTests.test_cond_with_kwargs
  2. AotAutogradFallbackTests.test_aot_sequence_nr
  3. AutogradFunctionTests.test_graph_break_if_lifted_free_variable
  4. AutogradFunctionTests.test_print_in_bwd
  5. AutogradFunctionTests.test_stride_in_bwd
  6. ComptimeTests.test_graph_break
  7. CtxManagerTests.test_autograd_profiler_enabled
  8. CtxManagerTests.test_disable_saved_tensors_hooks
  9. CtxManagerTests.test_disable_saved_tensors_hooks_prev_disabled
  10. CtxManagerTests.test_disable_saved_tensors_hooks_prev_disabled_nested
  11. DecoratorTests.test_mark_static_address_guarded
  12. DecoratorTests.test_mark_static_address_unguarded
  13. DefaultsTests.test_cast_tensor_single_elem
  14. DefaultsTests.test_compare_constant_and_tensor
  15. DefaultsTests.test_func_default_torch_args
  16. DefaultsTests.test_in_set_inplace
  17. DefaultsTests.test_in_set_would_fail_broadcast
  18. DynamoProfilerTests.test_dynamo_timed_profiling_isolated
  19. DynamoProfilerTests.test_profiler_cache_lookup
  20. DynamoProfilerTests.test_profiler_dynamo_compiled_region
  21. End2EndTests.test_init_group
  22. ExampleTests.test_exportdb_supported_case_assume_constant_result
  23. ExampleTests.test_exportdb_supported_case_constrain_as_size_example
  24. ExcTests.test_backend_suppress_line
  25. ExcTests.test_graph_break_log
  26. ExcTests.test_internal_error_no_suppress
  27. ExcTests.test_internal_error_suppress_errors
  28. ExcTests.test_not_implemented_error
  29. ExcTests.test_trigger_bisect_on_error
  30. ExcTests.test_trigger_on_error
  31. ExportTests.test_cond_raise_user_error_on_non_list_operands
  32. ExportTests.test_cond_raise_user_error_on_non_tensor_operands
  33. ExportTests.test_cond_raise_user_error_on_unsupported_pred
  34. ExportTests.test_export_decomp
  35. ExportTests.test_export_dynamic_dim_cleanup
  36. ExportTests.test_export_dynamic_dim_range_constraint
  37. ExportTests.test_export_mark_dynamic_conflict_dynamic_dim
  38. ExportTests.test_export_multi_dynamic_dim_constraint
  39. ExportTests.test_export_multi_dynamic_dim_unsafe_relationship
  40. ExportTests.test_export_no_raise
  41. ExportTests.test_export_preserve_constraints_as_metadata_scalar
  42. ExportTests.test_export_raise_on_relationship
  43. ExportTests.test_export_with_constant_dict_values
  44. ExportTests.test_export_with_constant_free_function
  45. ExportTests.test_export_with_constant_free_function_and_class_method
  46. ExportTests.test_export_with_constant_free_function_and_class_method_multiarg
  47. ExportTests.test_export_with_constant_free_function_and_class_method_multiarg_diff
  48. ExportTests.test_export_with_constant_list_nonzero
  49. ExportTests.test_export_with_constant_list_nonzero_free_function
  50. ExportTests.test_export_with_constant_method_on_module
  51. ExportTests.test_export_with_constant_method_on_module_invoke_twice
  52. ExportTests.test_export_with_constant_none_control_flow
  53. ExportTests.test_export_with_constant_none_control_flow_free_func
  54. ExportTests.test_export_with_constant_not_none_control_flow
  55. ExportTests.test_export_with_constant_not_none_control_flow_free_func
  56. ExportTests.test_export_with_constant_not_none_control_flow_pos
  57. ExportTests.test_export_with_constant_not_return_const
  58. ExportTests.test_export_with_constant_tuple_nonzero
  59. ExportTests.test_export_with_map_cond
  60. ExportTests.test_exported_graph_serialization
  61. ExportTests.test_map_cond_param_buffer_lifted
  62. ExportTests.test_torch_inference_mode_ctx
  63. ExportTests.test_untracked_inputs_in_constraints
  64. FakeTensorOperatorInvariants.test_like_ops
  65. FakeTensorOperatorInvariants.test_non_kwarg_only_device
  66. FakeTensorOperatorInvariants.test_tensor_constructors_all_have_kwarg_device
  67. FunctionTests.test_default_dict
  68. FunctionTests.test_default_dict_closure
  69. FunctionTests.test_default_dict_lambda
  70. FunctionTests.test_is_contiguous_frame_counts
  71. FunctionTests.test_math_radians
  72. FunctionTests.test_partials_as_input_partials_lambda
  73. FunctionTests.test_partials_as_input_partials_mod
  74. FuncTorchHigherOrderOpTests.test_grad
  75. FuncTorchHigherOrderOpTests.test_grad_disable_capture
  76. FuncTorchHigherOrderOpTests.test_grad_fn_with_kwargs
  77. FuncTorchHigherOrderOpTests.test_grad_freevar_python_scalar
  78. FuncTorchHigherOrderOpTests.test_grad_has_aux
  79. FuncTorchHigherOrderOpTests.test_grad_non_tensor_input
  80. FuncTorchHigherOrderOpTests.test_grad_pytree
  81. FuncTorchHigherOrderOpTests.test_grad_two_tensor_all_grad_has_aux
  82. FuncTorchHigherOrderOpTests.test_grad_two_tensor_has_aux
  83. FuncTorchHigherOrderOpTests.test_grad_with_graph_break
  84. FuncTorchHigherOrderOpTests.test_grad_with_side_effect
  85. FuncTorchHigherOrderOpTests.test_vmap
  86. FuncTorchHigherOrderOpTests.test_vmap_disable_capture
  87. FuncTorchHigherOrderOpTests.test_vmap_free_const
  88. FuncTorchHigherOrderOpTests.test_vmap_free_tensor
  89. FuncTorchHigherOrderOpTests.test_vmap_kwargs
  90. FuncTorchHigherOrderOpTests.test_vmap_multiple_invocation_in_dims
  91. FuncTorchHigherOrderOpTests.test_vmap_multiple_invocation_out_dims
  92. FuncTorchHigherOrderOpTests.test_vmap_multiple_outputs
  93. FuncTorchHigherOrderOpTests.test_vmap_multiple_outputs_diff_dims
  94. FuncTorchHigherOrderOpTests.test_vmap_multiple_outputs_out_dims_tuple
  95. FuncTorchHigherOrderOpTests.test_vmap_over_vmap_captured
  96. FuncTorchHigherOrderOpTests.test_vmap_over_vmap_two_inputs
  97. FuncTorchHigherOrderOpTests.test_vmap_previous_illegal_op_no_graph_break
  98. FuncTorchHigherOrderOpTests.test_vmap_pytree_inputs
  99. FuncTorchHigherOrderOpTests.test_vmap_recompile_same_config
  100. FuncTorchHigherOrderOpTests.test_vmap_recompile_with_randomness
  101. FuncTorchHigherOrderOpTests.test_vmap_side_effects
  102. FuncTorchHigherOrderOpTests.test_vmap_two_inputs
  103. FuncTorchHigherOrderOpTests.test_vmap_two_inputs_tuple_in_dims
  104. FuncTorchHigherOrderOpTests.test_vmap_with_conditional_graph_break
  105. FuncTorchHigherOrderOpTests.test_vmap_with_graph_break
  106. FuncTorchHigherOrderOpTests.test_vmap_with_graph_break_2
  107. FuncTorchHigherOrderOpTests.test_vmap_with_graph_break_lambda
  108. HigherOrderOpTests.test_capture_untracked_global_nested
  109. HigherOrderOpTests.test_capture_value_created_in_subgraph
  110. HigherOrderOpTests.test_cond_branches_no_arguments
  111. HigherOrderOpTests.test_cond_branches_no_arguments_no_closure
  112. HigherOrderOpTests.test_cond_pytree_operands
  113. HigherOrderOpTests.test_cond_pytree_operands_with_non_tensor_leaves
  114. HigherOrderOpTests.test_cond_source_fn_stack
  115. HigherOrderOpTests.test_cond_subgraph_name_is_valid
  116. HigherOrderOpTests.test_fallback_on_python_primitives_output
  117. HigherOrderOpTests.test_map_lowers_to_graph
  118. HigherOrderOpTests.test_map_multi_return
  119. HigherOrderOpTests.test_map_pytree_return
  120. HigherOrderOpTests.test_map_source_fn_stack
  121. HigherOrderOpTests.test_map_subgraph_name_is_valid
  122. HigherOrderOpTests.test_map_symint_input
  123. HigherOrderOpTests.test_modules
  124. HigherOrderOpTests.test_nested_tuple_output
  125. HigherOrderOpTests.test_output_with_dict
  126. HigherOrderOpTests.test_side_effect_in_body
  127. HigherOrderOpTests.test_vmap_source_fn_stack
  128. HigherOrderOpTests.test_wrap_kwarg_recompile
  129. HigherOrderOpTests.test_wrap_subgraph_name_is_valid
  130. HooksTests.test_functools_arg_vary
  131. HooksTests.test_post_acc_grad_hook
  132. HooksTests.test_tensor_register_global_hook
  133. HooksTests.test_tensor_register_hook_in_graph_local
  134. HooksTests.test_tensor_register_multiple_hooks
  135. HooksTests.test_tensor_register_multiple_hooks_handles_in_list
  136. InteropTests.test_vmap_in_graph
  137. LoggingTests.test_aot
  138. LoggingTests.test_aot_graphs
  139. LoggingTests.test_aot_joint_graph
  140. LoggingTests.test_bytecode
  141. LoggingTests.test_custom_format
  142. LoggingTests.test_custom_format_exc
  143. LoggingTests.test_dynamo_debug
  144. LoggingTests.test_dynamo_error
  145. LoggingTests.test_dynamo_info
  146. LoggingTests.test_graph
  147. LoggingTests.test_graph_breaks
  148. LoggingTests.test_graph_code
  149. LoggingTests.test_graph_sizes
  150. LoggingTests.test_graph_sizes_dynamic
  151. LoggingTests.test_guards_recompiles
  152. LoggingTests.test_inductor_debug
  153. LoggingTests.test_inductor_error
  154. LoggingTests.test_inductor_info
  155. LoggingTests.test_multiline_format
  156. LoggingTests.test_output_code
  157. LoggingTests.test_recompiles
  158. LoggingTests.test_trace_source_cond
  159. LoggingTests.test_trace_source_nested
  160. MiscTests.test_add_to_set
  161. MiscTests.test_any_all_symnode
  162. MiscTests.test_backend_match_guard
  163. MiscTests.test_boolarg
  164. MiscTests.test_callpacked
  165. MiscTests.test_closure_out_of_scope_cell
  166. MiscTests.test_compare_shapes_with_constant
  167. MiscTests.test_cond_nested
  168. MiscTests.test_cond_side_effects
  169. MiscTests.test_dataclass_fields
  170. MiscTests.test_deque_append_left
  171. MiscTests.test_deque_input
  172. MiscTests.test_deterministic_algorithms_mutated
  173. MiscTests.test_dict_order_keys
  174. MiscTests.test_dict_order_keys_modules
  175. MiscTests.test_dict_order_keys_tensors
  176. MiscTests.test_dictcomp
  177. MiscTests.test_dtypes_no_graphbreaks
  178. MiscTests.test_dunder_new_function_inlining
  179. MiscTests.test_frozenset_torch_func_contains
  180. MiscTests.test_get_cache_entry
  181. MiscTests.test_guard_failure_fn
  182. MiscTests.test_guard_failure_fn2
  183. MiscTests.test_guard_failure_fn_shape_control
  184. MiscTests.test_guard_failure_fn_tensor_iter
  185. MiscTests.test_inference_mode
  186. MiscTests.test_inline_closure_not_loaded_by_parent
  187. MiscTests.test_inplace_param_update
  188. MiscTests.test_inplace_view_on_graph_input
  189. MiscTests.test_intermediary_tensor_grad_access
  190. MiscTests.test_is_compiling
  191. MiscTests.test_iter_set
  192. MiscTests.test_itertools_accumulate_symint_default_sum
  193. MiscTests.test_itertools_accumulate_tensors_default_sum
  194. MiscTests.test_itertools_groupby_pure_python_default_identify_func
  195. MiscTests.test_itertools_groupby_pure_python_key_func
  196. MiscTests.test_itertools_infinite_cycle
  197. MiscTests.test_itertools_infinite_repeat
  198. MiscTests.test_itertools_infinite_repeat_mutation
  199. MiscTests.test_itertools_repeat
  200. MiscTests.test_listcomp
  201. MiscTests.test_mandelbrot_numpy
  202. MiscTests.test_mark_static
  203. MiscTests.test_namedtuple1
  204. MiscTests.test_namedtuple2
  205. MiscTests.test_nan
  206. MiscTests.test_nested_closure
  207. MiscTests.test_nested_closure_mutation
  208. MiscTests.test_nested_optimize
  209. MiscTests.test_nested_optimize_decorator
  210. MiscTests.test_nested_optimize_run
  211. MiscTests.test_nn_module_getattr
  212. MiscTests.test_no_raise_guard_partial_constraint
  213. MiscTests.test_no_raise_guard_partial_constraint_across_break
  214. MiscTests.test_numpy_array_of_arrays
  215. MiscTests.test_numpy_force
  216. MiscTests.test_numpy_int_constant
  217. MiscTests.test_numpy_iter
  218. MiscTests.test_numpy_non_torch_dtype
  219. MiscTests.test_numpy_readonly
  220. MiscTests.test_numpy_recompilation_scalar
  221. MiscTests.test_numpy_size_attr
  222. MiscTests.test_numpy_subdtype
  223. MiscTests.test_numpy_tolist
  224. MiscTests.test_numpy_torch_operators
  225. MiscTests.test_numpy_with_builtin_type
  226. MiscTests.test_out_variants_with_resizing_on_graph_inputs
  227. MiscTests.test_pure_python_accumulate
  228. MiscTests.test_py_guards_mark_dynamic
  229. MiscTests.test_raise_guard_full_constraint
  230. MiscTests.test_raise_guard_partial_constraint_no_graph_break
  231. MiscTests.test_raise_on_backend_error
  232. MiscTests.test_recompile_on_global_state_change
  233. MiscTests.test_release_input_memory
  234. MiscTests.test_release_module_memory
  235. MiscTests.test_release_scope_memory
  236. MiscTests.test_repeat_interleave_graphbreaks
  237. MiscTests.test_return_nested_function
  238. MiscTests.test_set_aliasing_recompiles
  239. MiscTests.test_setattr_mutation1
  240. MiscTests.test_simple_set_usage
  241. MiscTests.test_size_input
  242. MiscTests.test_str_format_assert2
  243. MiscTests.test_tensor_build_list_unpack
  244. MiscTests.test_tensor_dict1
  245. MiscTests.test_tensor_dict2
  246. MiscTests.test_tensor_dict3
  247. MiscTests.test_tensor_item_capture
  248. MiscTests.test_tolist_0d
  249. MiscTests.test_tolist_1d
  250. MiscTests.test_tolist_kd
  251. MiscTests.test_tolist_kd_dynamic
  252. MiscTests.test_tolist_scalar
  253. MiscTests.test_torch_seed
  254. MiscTests.test_tracing_nested_py_tree
  255. MiscTests.test_tracing_nested_py_tree_dicts
  256. MiscTests.test_tracing_nested_py_tree_mixed_all
  257. MiscTests.test_tracing_nested_py_tree_tuples
  258. MiscTests.test_tracing_py_tree
  259. MiscTests.test_tracing_py_tree_tensor_subclass
  260. MiscTests.test_tracing_tree_map_only
  261. MiscTests.test_type_copy
  262. MiscTests.test_typing_typevar
  263. MiscTests.test_user_getattribute
  264. MiscTests.test_with_builtin_type
  265. MiscTests.test_yield_from
  266. MiscTests.test_yield_gen_and_from
  267. MiscTests.test_yield_send_to_subgenerator_graph_break
  268. NNModuleTests.test_lazy_module1
  269. NNModuleTests.test_lazy_module2
  270. NNModuleTests.test_lazy_module4
  271. NNModuleTests.test_lazy_module5
  272. NNModuleTests.test_lazy_module6
  273. NNModuleTests.test_lazy_module_no_cls_to_become
  274. NNModuleTests.test_self_mutating1
  275. NNModuleTests.test_unsupportedmethod
  276. NNModuleTests.test_unsupportedmodule
  277. NonStrictExportTestExport.test__scaled_dot_product_flash_attention_non_strict
  278. NonStrictExportTestExport.test_basic_non_strict_fake_tensor_non_strict
  279. NonStrictExportTestExport.test_basic_non_strict_real_tensor_non_strict
  280. NonStrictExportTestExport.test_buffer_util_non_strict
  281. NonStrictExportTestExport.test_cond_with_module_stack_export_with_non_strict
  282. NonStrictExportTestExport.test_export_decomps_dynamic_non_strict
  283. NonStrictExportTestExport.test_export_decomps_simple_non_strict
  284. NonStrictExportTestExport.test_export_with_wrong_inputs_non_strict
  285. NonStrictExportTestExport.test_external_call_non_strict_real_tensor_non_strict
  286. NonStrictExportTestExport.test_fqn_non_strict
  287. NonStrictExportTestExport.test_nn_module_stack_non_strict
  288. NonStrictExportTestExport.test_nn_module_stack_shared_submodule_non_strict
  289. NonStrictExportTestExport.test_non_strict_dynamic_shapes_non_strict
  290. NonStrictExportTestExport.test_non_strict_dynamic_shapes_suggested_fixes_non_strict
  291. NonStrictExportTestExport.test_param_util_non_strict
  292. NonStrictExportTestExport.test_raise_user_error_when_guard_on_data_dependent_operation_non_strict
  293. NonStrictExportTestExport.test_sym_sqrt_non_strict
  294. NonStrictExportTestExport.test_to_module_with_mutated_buffer_multiple_non_strict
  295. NonStrictExportTestExport.test_to_module_with_mutated_buffer_multiple_update_sub_later_non_strict
  296. NonStrictExportTestExport.test_to_module_with_mutated_buffer_non_strict
  297. NumpyTestsCPU.test_boolean_indexing_weirdness_cpu
  298. NumpyTestsCPU.test_boolean_shape_mismatch_cpu
  299. NumpyTestsCPU.test_empty_fancy_index_cpu
  300. NumpyTestsCPU.test_index_no_floats_cpu
  301. OptimizedModuleTest.test_backward_hooks
  302. OptimizedModuleTest.test_cache_size_limit_on_guarded_nn_modules
  303. OptimizedModuleTest.test_composition_with_opt_mod
  304. OptimizedModuleTest.test_hooks_inner
  305. OptimizedModuleTest.test_hooks_outer
  306. OptimizedModuleTest.test_hooks_skip_guards
  307. OptimizedModuleTest.test_module_dict_iter_name
  308. OptimizedModuleTest.test_nn_module
  309. OptimizedModuleTest.test_no_recompile_on_nn_guarded_modules
  310. OptimizedModuleTest.test_to
  311. OptimizerTests.test_adagrad
  312. OptimizerTests.test_adam
  313. OptimizerTests.test_adamax
  314. OptimizerTests.test_adamw
  315. OptimizerTests.test_asgd
  316. OptimizerTests.test_nadam
  317. OptimizerTests.test_rmsprop
  318. OptimizerTests.test_rprop
  319. OptimizerTests.test_sgd
  320. PackedSequenceTest.test_pack_sequence
  321. PackedSequenceTest.test_to
  322. PackedSequenceTest.test_total_length
  323. PackedSequenceTest.test_type_casts
  324. RecompileTests.test_aliasing_guard_failures_with_globals
  325. RecompileTests.test_automatic_dynamic_reduce_recompiles
  326. RecompileTests.test_automatic_dynamic_tensor_scalar_change
  327. RecompileTests.test_dynamic_shape_parameter_recompile
  328. RecompileTests.test_recompiles_true_false_flop
  329. RecompileUxTests.test_mismatched_type
  330. RecompileUxTests.test_verbose_tensor_check
  331. ReproTests.test_add_sub_alpha_out
  332. ReproTests.test_addr_alpha_beta_out
  333. ReproTests.test_boxes_len
  334. ReproTests.test_chunk_reformer_ff
  335. ReproTests.test_convert_boxes_to_pooler_format
  336. ReproTests.test_create_rand_mask_from_inputs
  337. ReproTests.test_do_paste_mask
  338. ReproTests.test_dynamic_shapes_float_guard
  339. ReproTests.test_dynamic_shapes_implicit_guard
  340. ReproTests.test_empty_list_contains_with_jump
  341. ReproTests.test_function_in_skipfiles
  342. ReproTests.test_functools_wraps
  343. ReproTests.test_hf_t5_forward
  344. ReproTests.test_hf_xsoftmax_training
  345. ReproTests.test_issue175
  346. ReproTests.test_jit_trace_errors
  347. ReproTests.test_list_aliasing
  348. ReproTests.test_list_self_reference
  349. ReproTests.test_longformer_chunk
  350. ReproTests.test_merge_criteria_processor_list1
  351. ReproTests.test_merge_criteria_processor_list2
  352. ReproTests.test_module_in_skipfiles
  353. ReproTests.test_multi_import
  354. ReproTests.test_negative_shape_guard
  355. ReproTests.test_numpy_not_ndarray_recompiles
  356. ReproTests.test_recursive_map
  357. ReproTests.test_reformer_eval
  358. ReproTests.test_reformer_min_chunk_len
  359. ReproTests.test_reformer_sorting
  360. ReproTests.test_relative_import
  361. ReproTests.test_relative_import_no_modulename
  362. ReproTests.test_restricted_list_subclass1
  363. ReproTests.test_rewrite_assert_noop
  364. ReproTests.test_rewrite_assert_with_msg
  365. ReproTests.test_rewrite_assert_with_non_string_msg
  366. ReproTests.test_seq_append_list
  367. ReproTests.test_size_typematch
  368. ReproTests.test_tensor_data_kwarg
  369. ReproTests.test_threading_local
  370. ReproTests.test_validate_model_kwargs
  371. RetraceExportTestDynamismExpression.test_export_inline_constraints_retraceability
  372. RetraceExportTestExport.test_cond_with_module_stack_export_with_retraceability
  373. RetraceExportTestExport.test_constrain_size_in_eager_retraceability
  374. RetraceExportTestExport.test_constrain_size_with_constrain_value_retraceability
  375. RetraceExportTestExport.test_constrain_size_with_various_cases_retraceability
  376. RetraceExportTestExport.test_nn_module_stack_retraceability
  377. RetraceExportTestExport.test_nn_module_stack_shared_submodule_retraceability
  378. RetraceExportTestExport.test_non_strict_dynamic_shapes_retraceability
  379. RetraceExportTestExport.test_non_strict_dynamic_shapes_suggested_fixes_retraceability
  380. SerDesExportTestDynamismExpression.test_export_inline_constraints_serdes
  381. SerDesExportTestExport.test_basic_non_strict_fake_tensor_serdes
  382. SerDesExportTestExport.test_basic_non_strict_real_tensor_serdes
  383. SerDesExportTestExport.test_cond_with_module_stack_export_with_serdes
  384. SerDesExportTestExport.test_constrain_size_in_eager_serdes
  385. SerDesExportTestExport.test_constrain_size_with_constrain_value_serdes
  386. SerDesExportTestExport.test_constrain_size_with_various_cases_serdes
  387. SerDesExportTestExport.test_external_call_non_strict_real_tensor_serdes
  388. SerDesExportTestExport.test_nn_module_stack_serdes
  389. SerDesExportTestExport.test_nn_module_stack_shared_submodule_serdes
  390. SerDesExportTestExport.test_non_strict_dynamic_shapes_serdes
  391. SerDesExportTestExport.test_non_strict_dynamic_shapes_suggested_fixes_serdes
  392. SkipNonTensorTests.test_add_tensor1
  393. SkipNonTensorTests.test_add_tensor2
  394. SkipNonTensorTests.test_add_tensor_dict
  395. SkipNonTensorTests.test_add_tensor_list
  396. SkipNonTensorTests.test_do_not_skip_side_effects
  397. SkipNonTensorTests.test_recursive_list
  398. SubclassTests.test_compile_higher_order_with_functionalization
  399. SubclassTests.test_compile_with_functionalization
  400. SubclassTests.test_torch_function_state_guards
  401. SubclassTests.test_wrapper_subclass_guards_on_inner_tensor
  402. SubclassTests.test_wrapper_subclass_with_differently_sized_inner_tensor
  403. SubclassTests.test_wrapper_subclass_with_same_sized_inner_tensor
  404. SubGraphTests.test_dynamic_duck_size
  405. SubGraphTests.test_dynamic_getitem
  406. SubGraphTests.test_dynamic_kwarg
  407. SubGraphTests.test_dynamic_order_dependence
  408. SubGraphTests.test_dynamic_zero_inference
  409. SubGraphTests.test_enumerate_not_break_graph
  410. SubGraphTests.test_no_graph_break_on_item
  411. TestAnalyze.test_trace_dependencies
  412. TestAOTAutograd.test_default_partitioner_saves_symints_not_tensors_for_bw
  413. TestAOTAutograd.test_dupe_arg_torture
  414. TestAOTAutograd.test_input_aliased_with_mutation_output_alias
  415. TestAOTAutograd.test_input_data_and_metadata_mutation
  416. TestAOTAutograd.test_input_mutation_alias_everything
  417. TestAOTAutograd.test_input_mutation_aliases_and_none_require_gradients
  418. TestAOTAutograd.test_input_mutation_aliases_and_output_alias
  419. TestAOTAutograd.test_input_mutation_aliases_bases_out_of_order
  420. TestAOTAutograd.test_input_mutation_and_output_view
  421. TestAOTAutograd.test_input_mutation_false_aliasing
  422. TestAOTAutograd.test_input_mutation_is_output
  423. TestAOTAutograd.test_input_mutation_metadata
  424. TestAOTAutograd.test_input_mutation_noncontiguous
  425. TestAOTAutograd.test_input_mutation_output_view_multiple
  426. TestAOTAutograd.test_input_mutation_set__input_mutation
  427. TestAOTAutograd.test_input_output_view_metadata_mutate_multiple
  428. TestAOTAutograd.test_input_output_view_mutate_multiple
  429. TestAOTAutograd.test_input_output_view_simple
  430. TestAOTAutograd.test_invalid_dupe
  431. TestAOTAutograd.test_invalid_dupe_fake
  432. TestAOTAutograd.test_invalid_dupe_left_bias
  433. TestAOTAutograd.test_new_inp_requires_grad_now
  434. TestAOTAutograd.test_output_aliases_input_multi_output_view
  435. TestAOTAutograd.test_output_aliases_intermediate_and_returned
  436. TestAOTAutograd.test_output_aliases_intermediate_and_returned_different_grad
  437. TestAOTAutograd.test_output_aliases_intermediate_and_returned_flipped
  438. TestAOTAutograd.test_output_aliases_intermediate_multi_output_view
  439. TestAOTAutograd.test_output_aliases_intermediate_multiple
  440. TestAOTAutograd.test_output_aliases_intermediate_multiple_mixed
  441. TestAOTAutograd.test_output_aliases_intermediate_returned_multiple_times
  442. TestAOTAutograd.test_output_aliases_multiple_inputs_get_correct_one
  443. TestAOTAutograd.test_output_all_alias_types
  444. TestAOTAutograd.test_output_dict
  445. TestAOTAutograd.test_output_op_depending_on_symint
  446. TestAOTAutograd.test_outputs_are_aliased
  447. TestAOTAutograd.test_set__and_data_mutation_good
  448. TestAOTAutograd.test_some_output_requires_grad_input_doesnt
  449. TestAOTAutograd.test_some_outputs_dont_require_grad_non_view
  450. TestAOTAutograd.test_some_outputs_dont_require_grad_view
  451. TestAOTAutograd.test_view_and_inplace_view
  452. TestAOTAutograd.test_view_detach
  453. TestAOTDispatch.test_aot_dispatch_input_mutation
  454. TestAOTDispatch.test_aot_dispatch_input_mutation_and_output_alias
  455. TestAOTDispatch.test_aot_dispatch_output_alias
  456. TestAOTDispatch.test_aot_dispatch_simple
  457. TestApplyAlongAxis.test_0d_array
  458. TestApplyAlongAxis.test_axis_insertion
  459. TestApplyAlongAxis.test_scalar_array
  460. TestArange.test_infinite
  461. TestArange.test_nan_step
  462. TestArange.test_require_range
  463. TestArange.test_zero_step
  464. TestArgmax.test_combinations_data62
  465. TestArgmax.test_combinations_data63
  466. TestArgmax.test_combinations_data65
  467. TestArgmax.test_combinations_data66
  468. TestArrayAttributeDeletion.test_multiarray_not_writable_attributes_deletion
  469. TestArrayAttributeDeletion.test_multiarray_writable_attributes_deletion
  470. TestArrayCreationCopyArgument.test_scalars
  471. TestArrayCreationCopyArgument.test_striding_not_ok
  472. TestArrayFromScalar.test_integers_np_byte_np_longlong
  473. TestArrayFromScalar.test_integers_np_int__np_longlong
  474. TestArrayFromScalar.test_integers_np_intc_np_longlong
  475. TestArrayFromScalar.test_integers_np_longlong_np_longlong
  476. TestArrayFromScalar.test_integers_np_longlong_t26
  477. TestArrayFromScalar.test_integers_np_short_np_longlong
  478. TestArrayFromScalar.test_integers_t15_np_longlong
  479. TestArraySplit.test_integer_0_split
  480. TestAsArrayCPU.test_copy_list_cpu_bfloat16
  481. TestAsArrayCPU.test_copy_list_cpu_bool
  482. TestAsArrayCPU.test_copy_list_cpu_complex128
  483. TestAsArrayCPU.test_copy_list_cpu_complex64
  484. TestAsArrayCPU.test_copy_list_cpu_float16
  485. TestAsArrayCPU.test_copy_list_cpu_float32
  486. TestAsArrayCPU.test_copy_list_cpu_float64
  487. TestAsArrayCPU.test_copy_list_cpu_int16
  488. TestAsArrayCPU.test_copy_list_cpu_int32
  489. TestAsArrayCPU.test_copy_list_cpu_int64
  490. TestAsArrayCPU.test_copy_list_cpu_int8
  491. TestAsArrayCPU.test_copy_list_cpu_uint8
  492. TestAssignment.test_assignment_broadcasting
  493. TestAttributes.test_fill_max_uint64
  494. TestAttributes.test_fill_readonly
  495. TestAttributes.test_fill_struct_array
  496. TestAutograd.test_access_saved_tensor_twice_without_recomputation_works
  497. TestAutograd.test_anomaly_mode_no_check_nan
  498. TestAutograd.test_autograd_simple_views_python
  499. TestAutograd.test_autograd_views_codegen
  500. TestAutograd.test_backward_with_inputs
  501. TestAutograd.test_checkpoint_detects_non_determinism
  502. TestAutograd.test_checkpointing_non_reentrant_autocast_cpu
  503. TestAutograd.test_checkpointing_without_reentrant_custom_function_works
  504. TestAutograd.test_checkpointing_without_reentrant_with_context_fn
  505. TestAutograd.test_custom_autograd_no_early_free
  506. TestAutograd.test_custom_autograd_repeated_grad_grad
  507. TestAutograd.test_custom_function_cycle
  508. TestAutograd.test_custom_function_forward_mode_inplace_checks
  509. TestAutograd.test_custom_function_forward_mode_view_checks
  510. TestAutograd.test_custom_function_saved_tensors
  511. TestAutograd.test_gradcheck_forward_ad
  512. TestAutograd.test_gradcheck_nondeterministic
  513. TestAutograd.test_hook_closure_cycle_use_custom_function_True_use_tensor_hook_False
  514. TestAutograd.test_hook_none
  515. TestAutograd.test_nested_anomaly_detect_nan
  516. TestAutograd.test_nested_anomaly_printstack_cleanup
  517. TestAutograd.test_profiler
  518. TestAutograd.test_profiler_aggregation_table
  519. TestAutograd.test_profiler_propagation
  520. TestAutograd.test_profiler_seq_nr
  521. TestAutograd.test_profiler_shapes
  522. TestAutograd.test_record_function
  523. TestAutograd.test_record_function_callbacks
  524. TestAutograd.test_record_function_legacy
  525. TestAutograd.test_return_duplicate
  526. TestAutograd.test_return_duplicate_inplace
  527. TestAutograd.test_save_on_cpu_and_checkpoint
  528. TestAutograd.test_saved_tensor_hooks_custom_function_intermediates
  529. TestAutograd.test_set_grad_coroutines
  530. TestAutograd.test_set_grad_coroutines_exit
  531. TestAutograd.test_set_grad_generator_functions
  532. TestAutograd.test_set_grad_generator_functions_recursive
  533. TestAutograd.test_sparse_mm_backward
  534. TestAutogradDeviceTypeCPU.test_inplace_on_view_modify_base_cpu
  535. TestAutogradDeviceTypeCPU.test_inplace_on_view_python_cpu
  536. TestAutogradForwardMode.test_create_new_zeros_with_same_meta
  537. TestAutogradForwardMode.test_detach_view_tracking
  538. TestAutogradForwardMode.test_forward_level_cleanup
  539. TestAutogradForwardMode.test_make_dual_inference_tensor_in_inference_mode
  540. TestAutogradForwardMode.test_view_inplace_always_creates_a_view
  541. TestAutogradForwardMode.test_view_inplace_differentiable_views
  542. TestAutogradForwardMode.test_view_inplace_non_differentiable_views
  543. TestAutogradFunctionCPU.test_once_differentiable_autograd_vjp_cpu
  544. TestAutogradInferenceMode.test_inference_mode_decorator
  545. TestAutogradInferenceMode.test_inference_mode_inf_tensor_in_inf_mode_inplace_op
  546. TestAutogradLogging.test_logging
  547. TestBaseMath.test_lower_align
  548. TestBaseSparsifier.test_state_dict
  549. TestBaseStructuredSparsifier.test_constructor
  550. TestBaseStructuredSparsifier.test_prepare_conv2d
  551. TestBaseStructuredSparsifier.test_prepare_linear
  552. TestBaseStructuredSparsifier.test_step_linear
  553. TestBitsCPU.test_cat_cpu
  554. TestBool.test_sum_2
  555. TestBooleanIndexing.test_bool_as_int_argument_errors
  556. TestBooleanIndexing.test_boolean_indexing_weirdness
  557. TestBroadcast.test_broadcast_error_kwargs
  558. TestBroadcast.test_broadcast_single_arg
  559. TestBufferProtocolCPU.test_byte_to_int_cpu
  560. TestClip.test_clip_func_takes_out
  561. TestClip.test_simple_complex
  562. TestColumnStack.test_non_iterable
  563. TestCommonPass.test_correctness_CSEPass_Mutation_cpu
  564. TestCommonPass.test_correctness_CSEPass_MutationInput_cpu
  565. TestCommonPass.test_correctness_CSEPass_MutationMetadata_cpu
  566. TestCommonPass.test_correctness_CSEPass_MutationTorchTensorCall_cpu
  567. TestCommonPass.test_correctness_CSEPass_ReturnList_cpu
  568. TestCommonPass.test_correctness_CSEPass_TakeList_cpu
  569. TestCommonPass.test_correctness_factory_CSEPass_FactoryFunctionCall_cpu
  570. TestCommonPass.test_correctness_factory_CSEPass_MutationFactory_cpu
  571. TestCompileTransformsCPU.test_compile_vmap_hessian_cpu
  572. TestComposability.test_convert_without_squash_mask
  573. TestComposability.test_fusion_before_s_prep
  574. TestComposability.test_q_prep_before_s_prep
  575. TestComposability.test_qat_prep_before_s_prep
  576. TestComposability.test_s_prep_before_fusion
  577. TestComposability.test_s_prep_before_q_prep
  578. TestComposability.test_s_prep_before_qat_prep
  579. TestComposabilityCPU.test_make_fx_vjp_cpu
  580. TestComposabilityCPU.test_vjp_grad_cpu
  581. TestComposabilityCPU.test_vjp_vjp_cpu
  582. TestComposabilityCPU.test_vjp_vmap_cpu
  583. TestComposabilityCPU.test_vmap_vjp_cpu
  584. TestConcatenate.test_bad_out_shape
  585. TestConcatenate.test_concatenate
  586. TestConcatenate.test_exceptions
  587. TestConcatenate.test_large_concatenate_axis_None
  588. TestCond.test_empty_sq_cases
  589. TestCond.test_sq_cases
  590. TestContentStoreCPU.test_repeated_hash_cpu
  591. TestControlFlow.test_map_autograd_nested_list
  592. TestControlFlow.test_map_autograd_no_grad_output
  593. TestControlFlow.test_map_dict_in_out
  594. TestControlFlow.test_map_list_in_out
  595. TestControlFlowTraced.test_map_functionalized
  596. TestControlFlowTraced.test_map_functionalized_aot_func
  597. TestControlFlowTraced.test_nested_cond_map_cond_symbolic
  598. TestControlFlowTraced.test_nested_map_cond_real
  599. TestControlFlowTraced.test_nested_map_cond_symbolic
  600. TestControlFlowTraced.test_tracing_map_autograd_aot_functionalized
  601. TestControlFlowTraced.test_tracing_map_autograd_symbolic_dict
  602. TestControlFlowTraced.test_tracing_map_autograd_symbolic_list
  603. TestControlFlowTraced.test_tracing_map_autograd_symbolic_simple
  604. TestControlFlowTraced.test_tracing_map_real
  605. TestControlFlowTraced.test_tracing_map_symbolic_dict
  606. TestControlFlowTraced.test_tracing_map_symbolic_list
  607. TestControlFlowTraced.test_tracing_map_symbolic_simple
  608. TestConversion.test_to_int_scalar
  609. TestCov.test_aweights
  610. TestCov.test_fweights
  611. TestCppExtensionJIT.test_cpp_frontend_module_has_same_output_as_python
  612. TestCppExtensionJIT.test_cpp_frontend_module_has_up_to_date_attribute
  613. TestCppExtensionJIT.test_cpp_frontend_module_has_up_to_date_attributes
  614. TestCppExtensionOpenRgistration.test_open_device_registration
  615. TestCross.test_broadcasting_shapes
  616. TestCustomBackendAPI.test_aot_autograd_api
  617. TestCustomBackendAPI.test_lookup_backend
  618. TestCustomBackendAPI.test_register_backend_api
  619. TestCustomOp.test_impl_device_cpu
  620. TestCustomOp.test_legacy_define
  621. TestCustomOpTestingCPU.test_missing_functionalization_cpu
  622. TestDelete.test_slices
  623. TestDeserialize.test_tensor_tensor_list
  624. TestDiag.test_failure
  625. TestDiff.test_append
  626. TestDiff.test_axis
  627. TestDiff.test_n
  628. TestDiff.test_prepend
  629. TestDistributionShapes.test_mixture_same_family_shape
  630. TestDLPack.test_dlpack_device
  631. TestDLPack.test_dtype_passthrough_dtype0
  632. TestDLPack.test_dtype_passthrough_dtype1
  633. TestDLPack.test_dtype_passthrough_dtype2
  634. TestDLPack.test_dtype_passthrough_dtype3
  635. TestDLPack.test_dtype_passthrough_dtype4
  636. TestDLPack.test_dtype_passthrough_dtype5
  637. TestDLPack.test_dtype_passthrough_dtype6
  638. TestDLPack.test_dtype_passthrough_dtype7
  639. TestDLPack.test_dtype_passthrough_dtype8
  640. TestDLPack.test_dtype_passthrough_dtype9
  641. TestDLPack.test_dunder_dlpack_refcount
  642. TestDLPack.test_from_dlpack_refcount
  643. TestDLPack.test_from_torch
  644. TestDLPack.test_higher_dims_ndim_0
  645. TestDLPack.test_higher_dims_ndim_1
  646. TestDLPack.test_higher_dims_ndim_10
  647. TestDLPack.test_higher_dims_ndim_11
  648. TestDLPack.test_higher_dims_ndim_12
  649. TestDLPack.test_higher_dims_ndim_13
  650. TestDLPack.test_higher_dims_ndim_14
  651. TestDLPack.test_higher_dims_ndim_15
  652. TestDLPack.test_higher_dims_ndim_16
  653. TestDLPack.test_higher_dims_ndim_17
  654. TestDLPack.test_higher_dims_ndim_18
  655. TestDLPack.test_higher_dims_ndim_19
  656. TestDLPack.test_higher_dims_ndim_2
  657. TestDLPack.test_higher_dims_ndim_20
  658. TestDLPack.test_higher_dims_ndim_21
  659. TestDLPack.test_higher_dims_ndim_22
  660. TestDLPack.test_higher_dims_ndim_23
  661. TestDLPack.test_higher_dims_ndim_24
  662. TestDLPack.test_higher_dims_ndim_25
  663. TestDLPack.test_higher_dims_ndim_26
  664. TestDLPack.test_higher_dims_ndim_27
  665. TestDLPack.test_higher_dims_ndim_28
  666. TestDLPack.test_higher_dims_ndim_29
  667. TestDLPack.test_higher_dims_ndim_3
  668. TestDLPack.test_higher_dims_ndim_30
  669. TestDLPack.test_higher_dims_ndim_31
  670. TestDLPack.test_higher_dims_ndim_32
  671. TestDLPack.test_higher_dims_ndim_4
  672. TestDLPack.test_higher_dims_ndim_5
  673. TestDLPack.test_higher_dims_ndim_6
  674. TestDLPack.test_higher_dims_ndim_7
  675. TestDLPack.test_higher_dims_ndim_8
  676. TestDLPack.test_higher_dims_ndim_9
  677. TestDLPack.test_ndim0
  678. TestDropoutNN.test_invalid_dropout_p
  679. TestDsplit.test_0D_array
  680. TestDsplit.test_1D_array
  681. TestDsplit.test_2D_array
  682. TestDsplit.test_non_iterable
  683. TestDstack.test_non_iterable
  684. TestDynamicQuantizedOps.test_qlinear
  685. TestDynamismExpression.test_export_inline_constraints
  686. TestEigh.test_invalid
  687. TestEigvalsh.test_invalid
  688. TestEmbeddingNN.test_embedding_max_norm
  689. TestEmbeddingNN.test_embedding_sparse_basic
  690. TestEmbeddingNN.test_embedding_sparse_empty_tensor
  691. TestEmbeddingNN.test_embeddingbag_include_last_offset
  692. TestExamplesCorrectnessCPU.test_resnet18_per_sample_grads_mechanism_functional_call_cpu
  693. TestExamplesCorrectnessCPU.test_resnet18_per_sample_grads_mechanism_make_functional_cpu
  694. TestExpandDims.test_axis_out_of_range
  695. TestExpandDims.test_repeated_axis
  696. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_conv1d_cpu_float64
  697. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_conv2d_cpu_float64
  698. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_conv3d_cpu_float64
  699. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_group_norm_cpu_float64
  700. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_instance_norm_cpu_float64
  701. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_layer_norm_cpu_float64
  702. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_conv1d_cpu_float64
  703. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_conv2d_cpu_float64
  704. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_conv3d_cpu_float64
  705. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_group_norm_cpu_float64
  706. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_instance_norm_cpu_float64
  707. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_layer_norm_cpu_float64
  708. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv1d_cpu_float64
  709. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv2d_cpu_float64
  710. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv3d_cpu_float64
  711. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_group_norm_cpu_float64
  712. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_instance_norm_cpu_float64
  713. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_layer_norm_cpu_float64
  714. TestExperiment.test_with_buffer_as_submodule
  715. TestExperimentalUtils.test_profiler_name_pattern
  716. TestExperimentalUtils.test_profiler_optimizer_single_tensor_pattern
  717. TestExperimentalUtils.test_profiler_pattern_match_helper
  718. TestExperimentalUtils.test_profiler_pattern_matcher_json_report
  719. TestExperimentalUtils.test_profiler_synchronized_dataloader_pattern
  720. TestExperimentalUtils.test_utils_compute_queue_depth_when_no_cuda_events
  721. TestExperimentalUtils.test_utils_compute_self_time
  722. TestExport.test_basic_non_strict_fake_tensor
  723. TestExport.test_basic_non_strict_real_tensor
  724. TestExport.test_cond_with_module_stack_export_with
  725. TestExport.test_constrain_size_in_eager
  726. TestExport.test_constrain_size_with_constrain_value
  727. TestExport.test_constrain_size_with_various_cases
  728. TestExport.test_external_call_non_strict_real_tensor
  729. TestExport.test_nn_module_stack
  730. TestExport.test_nn_module_stack_shared_submodule
  731. TestExport.test_non_strict_dynamic_shapes
  732. TestExport.test_non_strict_dynamic_shapes_suggested_fixes
  733. TestFakeQuantizeOps.test_backward_per_channel
  734. TestFakeQuantizeOps.test_backward_per_tensor
  735. TestFakeQuantizeOps.test_learnable_backward_per_channel_cpu
  736. TestFakeQuantizeOps.test_learnable_backward_per_channel_cuda
  737. TestFakeQuantizeOps.test_learnable_backward_per_tensor_cuda
  738. TestFakeQuantizeOps.test_learnable_forward_per_channel_cuda
  739. TestFakeQuantizeOps.test_learnable_forward_per_tensor_cpu
  740. TestFakeQuantizeOps.test_learnable_forward_per_tensor_cuda
  741. TestFakeSparsity.test_jit_trace
  742. TestFakeSparsity.test_masking_logic
  743. TestFlag.test_writeable_from_readonly
  744. TestFlip.test_axes
  745. TestFliplr.test_basic
  746. TestFloatNonIntegerArgument.test_non_integer_argument_errors
  747. TestFloatNonIntegerArgument.test_reduce_axis_float_index
  748. TestFromBuffer.test_basic_little_dtype0
  749. TestFromBuffer.test_basic_little_dtype1
  750. TestFromBuffer.test_basic_little_dtype2
  751. TestFromBuffer.test_empty
  752. TestFunctionalizeCPU.test_multioutput_view_cpu
  753. TestFunctionalizeCPU.test_simple_view_cpu
  754. TestFunctors.test_cat_transform
  755. TestFunctors.test_cat_transform_non_uniform
  756. TestFXAPIBackwardCompatibility.test_public_api_surface
  757. TestFxComposability.test_q_prep_fx_before_s_prep
  758. TestFxComposability.test_q_prep_fx_s_prep_ref_conv
  759. TestFxComposability.test_s_prep_before_q_prep_fx
  760. TestFxComposability.test_s_prep_before_qat_prep_fx
  761. TestFxComposability.test_s_prep_q_prep_fx_ref
  762. TestFXGraphMatcherModels.test_mobilenet_v2_qat
  763. TestGenerateNumericDebugHandle.test_quantize_pt2e_preserve_handle
  764. TestGenerateOpcheckTests.test_opcheck_bad_op
  765. TestGenericCumSumProd.test_bad_axis_func0
  766. TestGenericCumSumProd.test_bad_axis_func1
  767. TestGenericPytree.test_flatten_unflatten_deque_cxx
  768. TestGenericPytree.test_flatten_unflatten_deque_py
  769. TestGenericReductions.test_bad_axis_func0
  770. TestGenericReductions.test_bad_axis_func1
  771. TestGenericReductions.test_bad_axis_func10
  772. TestGenericReductions.test_bad_axis_func11
  773. TestGenericReductions.test_bad_axis_func2
  774. TestGenericReductions.test_bad_axis_func3
  775. TestGenericReductions.test_bad_axis_func4
  776. TestGenericReductions.test_bad_axis_func5
  777. TestGenericReductions.test_bad_axis_func6
  778. TestGenericReductions.test_bad_axis_func7
  779. TestGenericReductions.test_bad_axis_func8
  780. TestGenericReductions.test_bad_axis_func9
  781. TestGradient.test_badargs
  782. TestGradient.test_second_order_accurate
  783. TestGradient.test_specific_axes
  784. TestGradient.test_values
  785. TestGradNewOnesOverride.test_newones
  786. TestGradTransformCPU.test_grad_of_vjp_composition_cpu
  787. TestGradTransformCPU.test_no_grad_outside_vjp_cpu
  788. TestGradTransformCPU.test_no_grad_outside_vjp_fn_cpu
  789. TestGradTransformCPU.test_no_grad_outside_vjp_only_cpu
  790. TestGradTransformCPU.test_unrelated_vjp_cpu
  791. TestGradTransformCPU.test_unrelated_vjp_multiple_inputs_outputs_cpu
  792. TestGradTransformCPU.test_vjp_aux_pytree_cpu
  793. TestGradTransformCPU.test_vjp_cpu
  794. TestGradTransformCPU.test_vjp_of_grad_composition_cpu
  795. TestGradTransformCPU.test_vjp_pytree_input_cpu
  796. TestGradTransformCPU.test_vjp_pytree_output_cpu
  797. TestGradTransformCPU.test_vjp_two_outputs_cpu
  798. TestGraph.test_traverse_circular_datapipe
  799. TestGraph.test_traverse_unhashable_datapipe
  800. TestHistogram.test_error_binnum_type
  801. TestHistogram.test_finite_range
  802. TestHistogram.test_one_bin
  803. TestHistogram.test_unsigned_monotonicity_check
  804. TestHistogram2d.test_binparameter_combination
  805. TestHistogramdd.test_bins_error_2
  806. TestHistogramdd.test_bins_errors
  807. TestHistogramdd.test_equal_edges
  808. TestHistogramdd.test_inf_edges
  809. TestHistogramdd.test_weights
  810. TestHsplit.test_0D_array
  811. TestHsplit.test_non_iterable
  812. TestHstack.test_empty_input
  813. TestHstack.test_non_iterable
  814. TestImports.test_circular_dependencies
  815. TestIndexing.test_index_no_floats
  816. TestIndexing.test_slicing_no_floats
  817. TestIndexingCPU.test_empty_ndim_index_bool_cpu
  818. TestIndexingCPU.test_index_cpu
  819. TestIndexingCPU.test_index_limits_cpu
  820. TestIndexingCPU.test_out_of_bound_index_cpu
  821. TestIndexingCPU.test_zero_dim_index_cpu
  822. TestInputAttrTracking.test_complex_attr_access_without_graph_breaks
  823. TestInputAttrTracking.test_const_property_on_tensor
  824. TestInputAttrTracking.test_set_data_on_input_tensor
  825. TestInputAttrTracking.test_tensor_property_assigned_on_tensor
  826. TestInputAttrTracking.test_tensor_property_on_tensor
  827. TestIsScalar.test_is_not_scalar_value6
  828. TestIterator.test_iterator
  829. TestIterDataPipeGraphFastForward.test_simple_snapshot_custom_non_generator
  830. TestIterDataPipeGraphFastForward.test_simple_snapshot_custom_self_next
  831. TestJacCPU.test_against_reference_correctness_different_devices_cpu
  832. TestJacCPU.test_against_reference_default_arg_cpu
  833. TestJacCPU.test_against_reference_multi_input_cpu
  834. TestJacCPU.test_against_reference_multi_input_multi_output_cpu
  835. TestJacCPU.test_against_reference_simple_cpu
  836. TestJacCPU.test_against_reference_unrelated_outputs_cpu
  837. TestJacCPU.test_against_reference_zero_dim_cpu
  838. TestJacCPU.test_argnums_defaults_to_zero_cpu
  839. TestJacCPU.test_argnums_effect_on_return_jacfwd_cpu
  840. TestJacCPU.test_argnums_effect_on_return_jacrev_cpu
  841. TestJacCPU.test_argnums_tuple_jacfwd_cpu
  842. TestJacCPU.test_argnums_tuple_jacrev_cpu
  843. TestJacCPU.test_aux_pytree_cpu
  844. TestJacCPU.test_dimensionality_cpu
  845. TestJacCPU.test_empty_argnums_jacfwd_cpu
  846. TestJacCPU.test_empty_output_cpu
  847. TestJacCPU.test_float_argnums_jacfwd_cpu
  848. TestJacCPU.test_inplace_cpu
  849. TestJacCPU.test_jac_with_non_tensor_args_cpu
  850. TestJacCPU.test_multiple_args_jacfwd_cpu
  851. TestJacCPU.test_multiple_args_jacrev_cpu
  852. TestJacCPU.test_multiple_inputs_outputs_pytree_cpu
  853. TestJacCPU.test_multiple_inputs_pytree_cpu
  854. TestJacCPU.test_multiple_outputs_multiple_argnums_cpu
  855. TestJacCPU.test_multiple_outputs_single_argnums_cpu
  856. TestJacCPU.test_negative_argnums_jacfwd_cpu
  857. TestJacCPU.test_out_of_bounds_argnums_jacfwd_cpu
  858. TestJacCPU.test_outputs_can_any_pytree_cpu
  859. TestJacCPU.test_repeated_argnums_jacfwd_cpu
  860. TestJacCPU.test_simple_jacfwd_cpu
  861. TestJacCPU.test_simple_jacrev_cpu
  862. TestJacCPU.test_simple_not_flat_jacfwd_cpu
  863. TestJacCPU.test_simple_not_flat_jacrev_cpu
  864. TestJacCPU.test_unrelated_input_cpu
  865. TestJacCPU.test_unrelated_output_cpu
  866. TestJacCPU.test_vmap_on_jac_simple_jacfwd_cpu
  867. TestJacCPU.test_vmap_on_jac_simple_jacrev_cpu
  868. TestJit.test_batchnorm
  869. TestJit.test_function_default_values
  870. TestJitGeneratedModule.test_nn_Bilinear
  871. TestJitGeneratedModule.test_nn_Embedding
  872. TestJitGeneratedModule.test_nn_Embedding_discontiguous
  873. TestJitGeneratedModule.test_nn_Embedding_sparse
  874. TestJitGeneratedModule.test_nn_EmbeddingBag_discontiguous
  875. TestJitGeneratedModule.test_nn_EmbeddingBag_max
  876. TestJitGeneratedModule.test_nn_EmbeddingBag_max_padding_idx
  877. TestJitGeneratedModule.test_nn_EmbeddingBag_mean
  878. TestJitGeneratedModule.test_nn_EmbeddingBag_mean_padding_idx
  879. TestJitGeneratedModule.test_nn_EmbeddingBag_sparse
  880. TestJitGeneratedModule.test_nn_EmbeddingBag_sum
  881. TestJitGeneratedModule.test_nn_EmbeddingBag_sum_padding_idx
  882. TestJitGeneratedModule.test_nn_Linear
  883. TestJitGeneratedModule.test_nn_Linear_no_batch_dim
  884. TestJitGeneratedModule.test_nn_PReLU_no_batch_dim
  885. TestJvpCPU.test_disable_fwd_grad_outside_cpu
  886. TestJvpCPU.test_jvp_inside_autograd_function_cpu
  887. TestJvpCPU.test_multiple_inputs_outputs_cpu
  888. TestJvpCPU.test_pytree_inputs_cpu
  889. TestJvpCPU.test_simple_cpu
  890. TestLazyModules.test_lazy_batchnorm_with_dict_input
  891. TestLazyModules.test_lazy_conv1d
  892. TestLazyModules.test_lazy_conv1d_pickle
  893. TestLazyModules.test_lazy_conv2d
  894. TestLazyModules.test_lazy_conv2d_pickle
  895. TestLazyModules.test_lazy_conv3d
  896. TestLazyModules.test_lazy_conv3d_pickle
  897. TestLazyModules.test_lazy_conv_transpose1d_pickle
  898. TestLazyModules.test_lazy_conv_transpose2d
  899. TestLazyModules.test_lazy_conv_transpose2d_pickle
  900. TestLazyModules.test_lazy_conv_transpose3d
  901. TestLazyModules.test_lazy_conv_transpose3d_pickle
  902. TestLazyModules.test_lazy_conv_transposed1d
  903. TestLazyModules.test_lazy_linear_pickle
  904. TestLazyModules.test_linear
  905. TestLexsort.test_datetime
  906. TestLexsort.test_mixed
  907. TestLinalgCPU.test_addmm_sizes_cpu_float32
  908. TestLinalgCPU.test_addmm_sizes_cpu_float64
  909. TestLinalgCPU.test_addr_integral_cpu_int16
  910. TestLinalgCPU.test_addr_integral_cpu_int32
  911. TestLinalgCPU.test_addr_integral_cpu_int64
  912. TestLinalgCPU.test_addr_integral_cpu_int8
  913. TestLinalgCPU.test_addr_integral_cpu_uint8
  914. TestLinalgCPU.test_geqrf_cpu_complex128
  915. TestLinalgCPU.test_geqrf_cpu_complex64
  916. TestLinalgCPU.test_geqrf_cpu_float32
  917. TestLinalgCPU.test_geqrf_cpu_float64
  918. TestLinalgCPU.test_householder_product_cpu_complex128
  919. TestLinalgCPU.test_householder_product_cpu_complex64
  920. TestLinalgCPU.test_householder_product_cpu_float32
  921. TestLinalgCPU.test_householder_product_cpu_float64
  922. TestLinalgCPU.test_inverse_cpu_complex128
  923. TestLinalgCPU.test_inverse_cpu_complex64
  924. TestLinalgCPU.test_inverse_cpu_float32
  925. TestLinalgCPU.test_inverse_cpu_float64
  926. TestLinalgCPU.test_lobpcg_torchscript_cpu_float64
  927. TestLinalgCPU.test_matmul_small_brute_force_3d_Nd_cpu_complex64
  928. TestLinalgCPU.test_matmul_small_brute_force_3d_Nd_cpu_float32
  929. TestLinalgCPU.test_matmul_small_brute_force_3d_Nd_cpu_int64
  930. TestLinalgCPU.test_pinv_cpu_complex128
  931. TestLinalgCPU.test_pinv_cpu_complex64
  932. TestLinalgCPU.test_pinv_cpu_float32
  933. TestLinalgCPU.test_pinv_cpu_float64
  934. TestLinalgCPU.test_slogdet_errors_and_warnings_cpu_complex128
  935. TestLinalgCPU.test_slogdet_errors_and_warnings_cpu_complex64
  936. TestLinalgCPU.test_slogdet_errors_and_warnings_cpu_float32
  937. TestLinalgCPU.test_slogdet_errors_and_warnings_cpu_float64
  938. TestLinalgCPU.test_solve_cpu_complex128
  939. TestLinalgCPU.test_solve_cpu_complex64
  940. TestLinalgCPU.test_solve_cpu_float32
  941. TestLinalgCPU.test_solve_cpu_float64
  942. TestMatmul.test_exceptions
  943. TestMedian.test_extended_axis_invalid
  944. TestMeshgrid.test_indexing
  945. TestMetaKernel.test_addmm_invalid_dtype
  946. TestMin.test_adapt
  947. TestMin.test_attn
  948. TestMin.test_big_split
  949. TestMin.test_c
  950. TestMin.test_compare_dims
  951. TestMin.test_diag
  952. TestMin.test_dim_args
  953. TestMin.test_dims_with_size
  954. TestMin.test_dir
  955. TestMin.test_doc
  956. TestMin.test_embed
  957. TestMin.test_eq
  958. TestMin.test_expand
  959. TestMin.test_functorch
  960. TestMin.test_hello
  961. TestMin.test_index
  962. TestMin.test_index_placement
  963. TestMin.test_inplace
  964. TestMin.test_manual_stuff
  965. TestMin.test_mask
  966. TestMin.test_max
  967. TestMin.test_mm
  968. TestMin.test_mm_fuse
  969. TestMin.test_monkey
  970. TestMin.test_network
  971. TestMin.test_order
  972. TestMin.test_order_keyword
  973. TestMin.test_parse
  974. TestMin.test_permute_orig
  975. TestMin.test_seg
  976. TestMin.test_simple
  977. TestMin.test_softmax_split
  978. TestMin.test_stack
  979. TestMin.test_time_mm_fuse
  980. TestMin.test_with_dims_split
  981. TestMinFunctorchOnly.test_adapt
  982. TestMinFunctorchOnly.test_attn
  983. TestMinFunctorchOnly.test_big_split
  984. TestMinFunctorchOnly.test_c
  985. TestMinFunctorchOnly.test_compare_dims
  986. TestMinFunctorchOnly.test_diag
  987. TestMinFunctorchOnly.test_dim_args
  988. TestMinFunctorchOnly.test_dims_with_size
  989. TestMinFunctorchOnly.test_dir
  990. TestMinFunctorchOnly.test_doc
  991. TestMinFunctorchOnly.test_embed
  992. TestMinFunctorchOnly.test_eq
  993. TestMinFunctorchOnly.test_expand
  994. TestMinFunctorchOnly.test_functorch
  995. TestMinFunctorchOnly.test_hello
  996. TestMinFunctorchOnly.test_index
  997. TestMinFunctorchOnly.test_index_placement
  998. TestMinFunctorchOnly.test_inplace
  999. TestMinFunctorchOnly.test_manual_stuff
  1000. TestMinFunctorchOnly.test_mask
  1001. TestMinFunctorchOnly.test_max
  1002. TestMinFunctorchOnly.test_mm
  1003. TestMinFunctorchOnly.test_mm_fuse
  1004. TestMinFunctorchOnly.test_monkey
  1005. TestMinFunctorchOnly.test_network
  1006. TestMinFunctorchOnly.test_order
  1007. TestMinFunctorchOnly.test_order_keyword
  1008. TestMinFunctorchOnly.test_parse
  1009. TestMinFunctorchOnly.test_permute_orig
  1010. TestMinFunctorchOnly.test_seg
  1011. TestMinFunctorchOnly.test_simple
  1012. TestMinFunctorchOnly.test_softmax_split
  1013. TestMinFunctorchOnly.test_stack
  1014. TestMinFunctorchOnly.test_with_dims_split
  1015. TestMinMax.test_axis
  1016. TestMinMax.test_scalar
  1017. TestMisc.test_byteorder_check
  1018. TestMisc.test_generalized_raise_multiloop
  1019. TestMkldnnCPU.test_add_cpu
  1020. TestMkldnnCPU.test_batch_norm_2d_cpu
  1021. TestMkldnnCPU.test_batch_norm_3d_cpu
  1022. TestMkldnnCPU.test_conv1d_cpu
  1023. TestMkldnnCPU.test_conv2d_cpu
  1024. TestMkldnnCPU.test_conv3d_cpu
  1025. TestMkldnnCPU.test_copy_cpu
  1026. TestMkldnnCPU.test_linear_cpu
  1027. TestMkldnnCPU.test_linear_lowp_cpu_float16
  1028. TestMkldnnCPU.test_mul_cpu
  1029. TestMkldnnCPU.test_prelu_bf16_cpu
  1030. TestMkldnnCPU.test_prelu_cpu
  1031. TestMkldnnCPU.test_reshape_blocked_format_cpu
  1032. TestMkldnnCPU.test_resnet18_cpu
  1033. TestMkldnnCPU.test_resnext50_32x4d_cpu
  1034. TestMkldnnCPU.test_sigmoid_cpu
  1035. TestMkldnnCPU.test_tanh_cpu
  1036. TestModuleHookNN.test_hook_inplace
  1037. TestMoveaxis.test_errors
  1038. TestMultiDot.test_dynamic_programming_optimization_and_out
  1039. TestMultiDot.test_three_arguments_and_out
  1040. TestMultiDot.test_too_few_input_arrays
  1041. TestMultiDot.test_two_arguments_and_out
  1042. TestMultiprocessing.test_empty_shared
  1043. TestMultiprocessing.test_fs_is_shared
  1044. TestMultiprocessing.test_inherit_tensor
  1045. TestMultiprocessing.test_is_shared
  1046. TestNamedTensor.test_addmm
  1047. TestNamedTensor.test_bmm
  1048. TestNamedTensor.test_cat
  1049. TestNamedTensor.test_flatten
  1050. TestNamedTensor.test_info_smoke
  1051. TestNamedTensor.test_logical_ops
  1052. TestNamedTensor.test_matmul
  1053. TestNamedTensor.test_mm
  1054. TestNamedTensor.test_reduction_fns
  1055. TestNamedTensor.test_set_names_property
  1056. TestNamedTensor.test_transpose_variants
  1057. TestNamedTensor.test_unary_propagate_names_fns
  1058. TestNamedTensor.test_unflatten
  1059. TestNamedTensor.test_using_unseen_interned_string_bumps_refcount_permanently
  1060. TestNamedTensor.test_using_unseen_uninterned_string_refcounts
  1061. TestNamedTuple.test_max
  1062. TestNegative.test_exceptions
  1063. TestNestedCheckpoint.test_nested_checkpoint_early_stop_False
  1064. TestNestedCheckpoint.test_nested_checkpoint_early_stop_True
  1065. TestNestedCheckpoint.test_nested_checkpoint_kwargs_early_stop_False
  1066. TestNestedCheckpoint.test_nested_checkpoint_kwargs_early_stop_True
  1067. TestNestedCheckpoint.test_nested_checkpoint_non_tensor_inputs_and_outputs_early_stop_False
  1068. TestNestedCheckpoint.test_nested_checkpoint_non_tensor_inputs_and_outputs_early_stop_True
  1069. TestNestedCheckpoint.test_nested_checkpoint_reentrant_backwards_early_stop_False
  1070. TestNestedCheckpoint.test_nested_checkpoint_reentrant_backwards_early_stop_True
  1071. TestNestedCheckpoint.test_nested_checkpoint_same_graph_early_stop_False
  1072. TestNestedCheckpoint.test_nested_checkpoint_same_graph_early_stop_True
  1073. TestNestedCheckpoint.test_nested_checkpoint_set_early_stop
  1074. TestNestedCheckpoint.test_nested_checkpoint_set_early_stop_no_recompution_needed
  1075. TestNestedCheckpoint.test_nested_checkpoint_two_children_early_stop_False
  1076. TestNestedCheckpoint.test_nested_checkpoint_two_children_early_stop_True
  1077. TestNestedTensor.test_binary_recompiles
  1078. TestNestedTensor.test_unbind
  1079. TestNN.test_bilinear_broadcasting
  1080. TestNN.test_fb_fc_packed
  1081. TestNN.test_layer_norm_grads_with_create_graph_flag
  1082. TestNN.test_linear_autograd_device_cpu_bias_weightCOO
  1083. TestNN.test_linear_autograd_device_cpu_nobias_weightCOO
  1084. TestNN.test_linear_broadcasting
  1085. TestNN.test_module_apply_inplace_op
  1086. TestNN.test_ParameterDict_replication
  1087. TestNN.test_ParameterList
  1088. TestNN.test_ParameterList_replication
  1089. TestNN.test_Sequential_iadd
  1090. TestNNDeviceTypeCPU.test_invalid_reduction_strings_cpu
  1091. TestNNDeviceTypeCPU.test_module_to_empty_cpu_float32
  1092. TestNNDeviceTypeCPU.test_module_to_empty_cpu_float64
  1093. TestNNDeviceTypeCPU.test_nll_loss_byte_target_matches_long_cpu
  1094. TestNNDeviceTypeCPU.test_threshold_inplace_overlap_cpu
  1095. TestNNDeviceTypeCPU.test_triplet_margin_with_distance_loss_cpu
  1096. TestNNDeviceTypeCUDA.test_nll_loss_byte_target_matches_long_cuda
  1097. TestNNParametrization.test_deepcopy_after_parametrization
  1098. TestNNParametrization.test_errors_unparametrized_tensor_parametrization
  1099. TestNNParametrization.test_new_spectral_norm
  1100. TestNNParametrization.test_new_spectral_norm_dim
  1101. TestNNParametrization.test_new_spectral_norm_forward
  1102. TestNNParametrization.test_weight_norm_deepcopy
  1103. TestNNParametrization.test_weight_norm_state_dict_compat
  1104. TestNonarrayArgs.test_dunder_round_edgecases_val_2147483647_ndigits_-1
  1105. TestNonarrayArgs.test_dunder_round_edgecases_val_2147483647_ndigits_-10
  1106. TestNonarrayArgs.test_dunder_round_edgecases_val_2147483647_ndigits_-9
  1107. TestNonzeroAndCountNonzero.test_count_nonzero_axis
  1108. TestNormDouble.test_axis
  1109. TestNormDouble.test_bad_args
  1110. TestNormDouble.test_matrix_2x2
  1111. TestNormInt64.test_axis
  1112. TestNormInt64.test_bad_args
  1113. TestNormInt64.test_matrix_2x2
  1114. TestNormSingle.test_axis
  1115. TestNormSingle.test_bad_args
  1116. TestNormSingle.test_matrix_2x2
  1117. TestNumPyInteropCPU.test_numpy_non_writeable_cpu
  1118. TestObserver.test_per_channel_observers
  1119. TestObserver.test_per_tensor_observers
  1120. TestOpCPU.test_cat_cpu_bfloat16
  1121. TestOpCPU.test_cat_cpu_float32
  1122. TestOptimizations.test_example_inputs
  1123. TestOptimizations.test_example_inputs_runtime_use
  1124. TestOutDtypeOp.test_out_dtype_non_op_overload
  1125. TestOutDtypeOp.test_out_dtype_wrong_output
  1126. TestPadding.test_constant_padNd
  1127. TestPartitioning.test_contiguous
  1128. TestPartitioning.test_default_partitioner_output_tensor_shape_tensor
  1129. TestPartitioning.test_min_cut_partitioner_output_tensor_shape_tensor
  1130. TestPasses.test_functionalize_inline_contraints
  1131. TestPasses.test_views_op_having_view_copy
  1132. TestPassManager.test_pass_manager
  1133. TestPercentile.test_extended_axis_invalid
  1134. TestPercentile.test_scalar_q
  1135. TestPickle.test_pickle
  1136. TestPoolingNN.test_MaxUnpool2d_output_size
  1137. TestProfiler.test_concrete_inputs_profiling
  1138. TestProfiler.test_export_stacks
  1139. TestProfiler.test_flops
  1140. TestProfiler.test_guarded_record_function_fast
  1141. TestProfiler.test_high_level_trace
  1142. TestProfiler.test_is_profiler_enabled
  1143. TestProfiler.test_profiler_correlation_id
  1144. TestProfiler.test_profiler_fwd_bwd_link
  1145. TestProfiler.test_profiler_op_event_args
  1146. TestProfiler.test_profiler_tracing
  1147. TestProfiler.test_source
  1148. TestProfiler.test_source_multithreaded_basic_work_in_main_thread_True
  1149. TestProfiler.test_source_multithreaded_close_in_scope_work_in_main_thread_True
  1150. TestProfiler.test_source_multithreaded_complex_work_in_main_thread_True
  1151. TestProfiler.test_source_multithreaded_multiple_preexisting_work_in_main_thread_True
  1152. TestProfiler.test_source_multithreaded_open_in_scope_work_in_main_thread_True
  1153. TestProfilerTree.test_profiler_experimental_tree_with_memory
  1154. TestProfilerTree.test_profiler_experimental_tree_with_memory_and_stack
  1155. TestProfilerTree.test_profiler_experimental_tree_with_record_function
  1156. TestProfilerTree.test_profiler_experimental_tree_with_stack_and_torch_dispatch
  1157. TestProfilerTree.test_profiler_experimental_tree_with_stack_and_torch_function
  1158. TestPruningNN.test_identity_pruning
  1159. TestPruningNN.test_random_pruning_0perc
  1160. TestPT2ERepresentation.test_add
  1161. TestPT2ERepresentation.test_add_relu
  1162. TestPT2ERepresentation.test_conv2d
  1163. TestPT2ERepresentation.test_dynamic_linear
  1164. TestPT2ERepresentation.test_maxpool2d
  1165. TestPT2ERepresentation.test_qdq
  1166. TestPT2ERepresentation.test_qdq_per_channel
  1167. TestPT2ERepresentation.test_static_linear
  1168. TestPutAlongAxis.test_broadcast
  1169. TestPutmask.test_byteorder_greater_False
  1170. TestPutmask.test_byteorder_greater_True
  1171. TestPutmask.test_record_array
  1172. TestPythonAutograd.test_backwards2
  1173. TestPythonAutograd.test_forwards1
  1174. TestPythonAutograd.test_forwards2
  1175. TestPythonAutograd.test_split
  1176. TestPythonDispatch.test_make_subclass_with_modes
  1177. TestPythonPytree.test_treespec_equality
  1178. TestPythonRegistration.test_alias_analysis
  1179. TestPythonRegistration.test_finalizer
  1180. TestQR.test_mode_raw
  1181. TestQR.test_qr_empty_m_0_n_0
  1182. TestQR.test_qr_empty_m_0_n_3
  1183. TestQR.test_qr_empty_m_3_n_0
  1184. TestQuantile.test_quantile_monotonic_method_averaged_inverted_cdf
  1185. TestQuantile.test_quantile_monotonic_method_closest_observation
  1186. TestQuantile.test_quantile_monotonic_method_hazen
  1187. TestQuantile.test_quantile_monotonic_method_interpolated_inverted_cdf
  1188. TestQuantile.test_quantile_monotonic_method_inverted_cdf
  1189. TestQuantile.test_quantile_monotonic_method_median_unbiased
  1190. TestQuantile.test_quantile_monotonic_method_normal_unbiased
  1191. TestQuantile.test_quantile_monotonic_method_weibull
  1192. TestQuantizedEmbeddingOps.test_embedding_bag_2d_indices
  1193. TestQuantizedOps.test_custom_module_lstm
  1194. TestQuantizedOps.test_max_pool2d_cudnn
  1195. TestQuantizedOps.test_qtanh
  1196. TestQuantizedTensor.test_choose_qparams
  1197. TestQuantizedTensor.test_choose_qparams_optimized
  1198. TestQuantizedTensor.test_decomposed_dequantize_per_tensor
  1199. TestQuantizedTensor.test_decomposed_quantize_per_tensor
  1200. TestQuantizedTensor.test_decomposed_quantize_per_tensor_bfloat16_input
  1201. TestQuantizedTensor.test_fp16_saturate_op
  1202. TestQuantizedTensor.test_qtensor_cpu
  1203. TestQuantizedTensor.test_quantize_per_channel_sub_byte
  1204. TestQuantizeEagerQATNumerics.test_conv_bn_folded_vs_unfolded
  1205. TestQuantizeFx.test_prepare_custom_config_set_standalone_module_class
  1206. TestQuantizeFx.test_static_lstm_with_custom_fixed_qparams
  1207. TestQuantizePT2E.test_composable_quantizer_linear_conv
  1208. TestQuantizePT2E.test_constant_prop_preserve_metadata
  1209. TestQuantizePT2E.test_embedding_conv_linear_quantization
  1210. TestQuantizePT2E.test_fold_all_ops_before_quantize
  1211. TestQuantizePT2E.test_fold_quantize
  1212. TestQuantizePT2E.test_fold_quantize_per_channel
  1213. TestQuantizePT2E.test_groupwise_per_channel_quant
  1214. TestQuantizePT2E.test_reentrant
  1215. TestQuantizePT2E.test_save_load
  1216. TestQuantizePT2E.test_speed
  1217. TestQuantizePT2EQAT_ConvBn1d.test_prepare_qat_conv_bn_fusion_getitem_placeholder
  1218. TestQuantizePT2EQAT_ConvBn1d.test_qat_conv_bn_fusion
  1219. TestQuantizePT2EQAT_ConvBn1d.test_qat_conv_bn_fusion_literal_args
  1220. TestQuantizePT2EQAT_ConvBn1d.test_qat_conv_bn_fusion_no_conv_bias
  1221. TestQuantizePT2EQAT_ConvBn1d.test_qat_conv_bn_relu_fusion
  1222. TestQuantizePT2EQAT_ConvBn1d.test_qat_conv_bn_relu_fusion_no_conv_bias
  1223. TestQuantizePT2EQAT_ConvBn1d.test_qat_conv_no_bias
  1224. TestQuantizePT2EQAT_ConvBn1d.test_qat_inplace_add_relu
  1225. TestQuantizePT2EQAT_ConvBn1d.test_qat_preserve_source_fn_stack
  1226. TestQuantizePT2EQAT_ConvBn1d.test_qat_update_shared_qspec
  1227. TestQuantizePT2EQAT_ConvBn2d.test_prepare_qat_conv_bn_fusion_getitem_placeholder
  1228. TestQuantizePT2EQAT_ConvBn2d.test_qat_conv_bn_fusion
  1229. TestQuantizePT2EQAT_ConvBn2d.test_qat_conv_bn_fusion_literal_args
  1230. TestQuantizePT2EQAT_ConvBn2d.test_qat_conv_bn_fusion_no_conv_bias
  1231. TestQuantizePT2EQAT_ConvBn2d.test_qat_conv_bn_relu_fusion
  1232. TestQuantizePT2EQAT_ConvBn2d.test_qat_conv_bn_relu_fusion_no_conv_bias
  1233. TestQuantizePT2EQAT_ConvBn2d.test_qat_conv_no_bias
  1234. TestQuantizePT2EQAT_ConvBn2d.test_qat_inplace_add_relu
  1235. TestQuantizePT2EQAT_ConvBn2d.test_qat_preserve_source_fn_stack
  1236. TestQuantizePT2EQAT_ConvBn2d.test_qat_update_shared_qspec
  1237. TestQuantizePT2EQATModels.test_qat_mobilenet_v2
  1238. TestQuantizePT2EQATModels.test_qat_resnet18
  1239. TestRecordFunction.test_datapipe_with_record_function
  1240. TestRecordFunction.test_datapipe_with_record_function_fork
  1241. TestRecordFunction.test_record_function
  1242. TestRequire.test_C_and_F_simul
  1243. TestRequire.test_require_each
  1244. TestRequire.test_unknown_requirement
  1245. TestRollaxis.test_exceptions
  1246. TestRot90.test_basic
  1247. TestScalarIndexing.test_invalid_newaxis
  1248. TestScalarIndexing.test_invalid_subscript
  1249. TestScalarIndexing.test_invalid_subscript_assignment
  1250. TestScalarTypeNames.test_names_reflect_attributes_t0
  1251. TestScalarTypeNames.test_names_reflect_attributes_t1
  1252. TestScalarTypeNames.test_names_reflect_attributes_t2
  1253. TestScalarTypeNames.test_names_reflect_attributes_t3
  1254. TestScalarTypeNames.test_names_reflect_attributes_t4
  1255. TestScalarTypeNames.test_names_reflect_attributes_t5
  1256. TestScalarTypeNames.test_names_reflect_attributes_t6
  1257. TestScalarTypeNames.test_names_reflect_attributes_t7
  1258. TestScalarTypeNames.test_names_reflect_attributes_t8
  1259. TestScalarTypeNames.test_names_reflect_attributes_t9
  1260. TestScript.test_conv_error
  1261. TestScript.test_dict_str
  1262. TestScript.test_empty_tuple_str
  1263. TestScript.test_error_stacktrace_interface
  1264. TestScript.test_function_overloading_isinstance
  1265. TestScript.test_function_overloads
  1266. TestScript.test_ignored_as_value
  1267. TestScript.test_infer_size
  1268. TestScript.test_is_after_use
  1269. TestScript.test_is_scripting
  1270. TestScript.test_isinstance_dynamic
  1271. TestScript.test_method_overloading
  1272. TestScript.test_namedtuple_default_values_using_factory_constructor
  1273. TestScript.test_namedtuple_python
  1274. TestScript.test_nested_breaks
  1275. TestScript.test_nn_GRU
  1276. TestScript.test_nn_LSTM_with_layers
  1277. TestScript.test_no_self_arg_ignore_function
  1278. TestScript.test_none_type_str
  1279. TestScript.test_pack_unpack_state
  1280. TestScript.test_parse_nested_names
  1281. TestScript.test_parse_tensor_constants
  1282. TestScript.test_python_call
  1283. TestScript.test_python_call_non_tensor_wrong
  1284. TestScript.test_python_op_builtins
  1285. TestScript.test_script_optional_none
  1286. TestScript.test_string_device_implicit_conversion
  1287. TestScript.test_torch_functional_tensordot_int
  1288. TestScript.test_torchscript_multi_head_attn
  1289. TestScript.test_tuple_str
  1290. TestScript.test_type_annotation_module
  1291. TestScript.test_unspecialized_any_binding
  1292. TestScript.test_unused_decorator
  1293. TestScript.test_wrong_return_type
  1294. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_0_bfloat16_cpu_bfloat16
  1295. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_0_float16_cpu_float16
  1296. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_0_float32_cpu_float32
  1297. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_0_float64_cpu_float64
  1298. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_7_bfloat16_cpu_bfloat16
  1299. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_7_float16_cpu_float16
  1300. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_7_float32_cpu_float32
  1301. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_7_float64_cpu_float64
  1302. TestShapeOpsCUDA.test_flip_cuda_float32
  1303. TestSortAndSelectCPU.test_sort_overflow_cpu_int16
  1304. TestSortComplex.test_sort_real_type_in_g_type_out_G
  1305. TestSortComplex.test_sort_real_type_in_H_type_out_F
  1306. TestSplit.test_unequal_split
  1307. TestStackMisc.test_stack
  1308. TestStatelessFunctionalAPI.test_reparametrize_module_fail_reset_to_original_stateless
  1309. TestStatelessFunctionalAPI.test_reparametrize_module_fail_reset_to_original_torch_func
  1310. TestStatelessFunctionalAPI.test_reparametrized_module_change_parametrization_original_stateless
  1311. TestStatelessFunctionalAPI.test_reparametrized_module_change_parametrization_original_torch_func
  1312. TestStats.test_dtype_from_dtype
  1313. TestStats.test_out
  1314. TestSubclass.test_parametrization_base_tensor_leave_parametrized_False
  1315. TestSubclass.test_parametrization_base_tensor_leave_parametrized_True
  1316. TestTake.test_raise
  1317. TestTakeAlongAxis.test_invalid
  1318. TestTEFuserDynamic.test_profiler
  1319. TestTEFuserDynamic.test_remove_output_used_only_in_size
  1320. TestTEFuserDynamic.test_to_dtype
  1321. TestTEFuserDynamic.test_torch_to
  1322. TestTEFuserStatic.test_inlined_optimized_graph
  1323. TestTEFuserStatic.test_profiler
  1324. TestTEFuserStatic.test_remove_output_used_only_in_size
  1325. TestTEFuserStatic.test_skip_grad_in_check
  1326. TestTEFuserStatic.test_to_dtype
  1327. TestTEFuserStatic.test_torch_to
  1328. TestTensorBoardEmbedding.test_embedding
  1329. TestTensorBoardEmbedding.test_embedding_64
  1330. TestTensorBoardSummary.test_image_with_one_channel
  1331. TestTensorBoardSummary.test_image_without_channel
  1332. TestTensorBoardUtils.test_numpy_vid_uint8
  1333. TestTensorCreationCPU.test_block_diag_cpu
  1334. TestTensorCreationCPU.test_constructor_dtypes_cpu
  1335. TestTorch.test_cuda_not_built
  1336. TestTorch.test_map
  1337. TestTorch.test_new
  1338. TestTorch.test_parsing_intlist
  1339. TestTorch.test_pin_memory
  1340. TestTorch.test_type
  1341. TestTorch.test_upsample_nearest2d_meta
  1342. TestTorchDeviceTypeCPU.test_broadcast_fn_add_cpu
  1343. TestTorchDeviceTypeCPU.test_broadcast_fn_addcdiv_cpu
  1344. TestTorchDeviceTypeCPU.test_broadcast_fn_addcmul_cpu
  1345. TestTorchDeviceTypeCPU.test_broadcast_fn_atan2_cpu
  1346. TestTorchDeviceTypeCPU.test_broadcast_fn_copy_cpu
  1347. TestTorchDeviceTypeCPU.test_broadcast_fn_div_cpu
  1348. TestTorchDeviceTypeCPU.test_broadcast_fn_eq_cpu
  1349. TestTorchDeviceTypeCPU.test_broadcast_fn_fmod_cpu
  1350. TestTorchDeviceTypeCPU.test_broadcast_fn_ge_cpu
  1351. TestTorchDeviceTypeCPU.test_broadcast_fn_gt_cpu
  1352. TestTorchDeviceTypeCPU.test_broadcast_fn_le_cpu
  1353. TestTorchDeviceTypeCPU.test_broadcast_fn_lerp_cpu
  1354. TestTorchDeviceTypeCPU.test_broadcast_fn_lt_cpu
  1355. TestTorchDeviceTypeCPU.test_broadcast_fn_map2_cpu
  1356. TestTorchDeviceTypeCPU.test_broadcast_fn_map_cpu
  1357. TestTorchDeviceTypeCPU.test_broadcast_fn_masked_fill_cpu
  1358. TestTorchDeviceTypeCPU.test_broadcast_fn_masked_scatter_cpu
  1359. TestTorchDeviceTypeCPU.test_broadcast_fn_mul_cpu
  1360. TestTorchDeviceTypeCPU.test_broadcast_fn_ne_cpu
  1361. TestTorchDeviceTypeCPU.test_broadcast_fn_pow_cpu
  1362. TestTorchDeviceTypeCPU.test_broadcast_fn_remainder_cpu
  1363. TestTorchDeviceTypeCPU.test_broadcast_fn_sub_cpu
  1364. TestTorchDeviceTypeCPU.test_deterministic_empty_cpu_uint64
  1365. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool1d_cpu_float32
  1366. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool1d_cpu_float64
  1367. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool2d_cpu_float32
  1368. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool2d_cpu_float64
  1369. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool3d_cpu_float32
  1370. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool3d_cpu_float64
  1371. TestTorchFunctionMode.test_mode_notimplemented_loop
  1372. TestTorchFunctionMode.test_modes_return_notimplemented
  1373. TestTorchFunctionMode.test_nested_modes_with_python_has_torch_function
  1374. TestTorchFunctionOverride.test_Tensor___cuda_array_interface_____get__
  1375. TestTorchTidyProfiler.test_allocation_id_uniqueness
  1376. TestTorchTidyProfiler.test_allocation_ids
  1377. TestTorchTidyProfiler.test_allocation_ids_with_other_ops
  1378. TestTorchTidyProfiler.test_allocations
  1379. TestTorchTidyProfiler.test_extra_fields
  1380. TestTorchTidyProfiler.test_impl_reuse
  1381. TestTorchTidyProfiler.test_mkldnn_tensors
  1382. TestTorchTidyProfiler.test_module_and_optimizer_ids
  1383. TestTorchTidyProfiler.test_nnmodule_params
  1384. TestTorchTidyProfiler.test_pointers_and_ids
  1385. TestTorchTidyProfiler.test_scalar_ins
  1386. TestTorchTidyProfiler.test_tensor_lists
  1387. TestTorchTidyProfiler.test_tensor_properties
  1388. TestTorchTidyProfiler.test_tensorimpl_invalidation_full
  1389. TestTorchTidyProfiler.test_tensorimpl_invalidation_keep_alive
  1390. TestTorchTidyProfiler.test_tensorimpl_invalidation_scalar_args
  1391. TestTorchTidyProfiler.test_tensorimpl_invalidation_set
  1392. TestTrilIndicesFrom.test_exceptions
  1393. TestTriuIndicesFrom.test_exceptions
  1394. TestTypeHints.test_doc_examples
  1395. TestTypePromotionCPU.test_alpha_mismatch_cpu
  1396. TestTypePromotionCPU.test_alternate_result_cpu
  1397. TestUnflatten.test_unflatten_container_type
  1398. TestUnique.test_unique_axis
  1399. TestUnique.test_unique_axis_errors
  1400. TestUtils.test_get_fqn_to_example_inputs_complex_args
  1401. TestUtils.test_get_fqn_to_example_inputs_default_kwargs
  1402. TestUtils.test_get_fqn_to_example_inputs_simple
  1403. TestVerifyCorrectness.test_incorrect_verify_true
  1404. TestVerifyCorrectness.test_torchscript
  1405. TestVsplit.test_0D_array
  1406. TestVsplit.test_1D_array
  1407. TestVsplit.test_non_iterable
  1408. TestVstack.test_empty_input
  1409. TestVstack.test_non_iterable
  1410. TestWhere.test_error
  1411. TestXNNPACKQuantizer.test_add_and_inplace_add
  1412. TestXNNPACKQuantizer.test_add_mul_long
  1413. TestXNNPACKQuantizer.test_add_mul_scalar
  1414. TestXNNPACKQuantizer.test_conv1d
  1415. TestXNNPACKQuantizer.test_conv1d_with_conv2d
  1416. TestXNNPACKQuantizer.test_conv2d
  1417. TestXNNPACKQuantizer.test_conv_linear
  1418. TestXNNPACKQuantizer.test_conv_linear_no_permute
  1419. TestXNNPACKQuantizer.test_dynamic_linear
  1420. TestXNNPACKQuantizer.test_dynamic_linear_int4_weight
  1421. TestXNNPACKQuantizer.test_dynamic_linear_with_conv
  1422. TestXNNPACKQuantizer.test_gru
  1423. TestXNNPACKQuantizer.test_linear
  1424. TestXNNPACKQuantizer.test_linear_gru
  1425. TestXNNPACKQuantizer.test_linear_relu
  1426. TestXNNPACKQuantizer.test_linear_with_dynamic_shape
  1427. TestXNNPACKQuantizer.test_mul_and_inplace_mul
  1428. TestXNNPACKQuantizer.test_mul_float32_max
  1429. TestXNNPACKQuantizer.test_obs_sharing_ops
  1430. TestXNNPACKQuantizer.test_propagate_annotation
  1431. TestXNNPACKQuantizer.test_qat_dynamic_linear
  1432. TestXNNPACKQuantizerModels.test_resnet18
  1433. TraceRuleTests.test_skipfiles_inlinelist
  1434. UnspecTests.test_builtin_max_min
  1435. UnspecTests.test_conv1d_symint_padding
  1436. UnspecTests.test_isinstance_symint
  1437. UnspecTests.test_mark_01_dynamic
  1438. UnspecTests.test_no_recompilations
  1439. UnspecTests.test_no_recompiles
  1440. UnspecTests.test_propagate_dynamic_dim
  1441. UnspecTests.test_use_and_specialize