tree: 4423041d95610574cce266ced47d2b1a2a066cad [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. FunctionTests.test_default_dict
  65. FunctionTests.test_default_dict_closure
  66. FunctionTests.test_default_dict_lambda
  67. FunctionTests.test_is_contiguous_frame_counts
  68. FunctionTests.test_math_radians
  69. FunctionTests.test_partials_as_input_partials_lambda
  70. FunctionTests.test_partials_as_input_partials_mod
  71. FuncTorchHigherOrderOpTests.test_grad
  72. FuncTorchHigherOrderOpTests.test_grad_disable_capture
  73. FuncTorchHigherOrderOpTests.test_grad_fn_with_kwargs
  74. FuncTorchHigherOrderOpTests.test_grad_freevar_python_scalar
  75. FuncTorchHigherOrderOpTests.test_grad_has_aux
  76. FuncTorchHigherOrderOpTests.test_grad_non_tensor_input
  77. FuncTorchHigherOrderOpTests.test_grad_pytree
  78. FuncTorchHigherOrderOpTests.test_grad_two_tensor_all_grad_has_aux
  79. FuncTorchHigherOrderOpTests.test_grad_two_tensor_has_aux
  80. FuncTorchHigherOrderOpTests.test_grad_with_graph_break
  81. FuncTorchHigherOrderOpTests.test_grad_with_side_effect
  82. FuncTorchHigherOrderOpTests.test_vmap
  83. FuncTorchHigherOrderOpTests.test_vmap_disable_capture
  84. FuncTorchHigherOrderOpTests.test_vmap_free_const
  85. FuncTorchHigherOrderOpTests.test_vmap_free_tensor
  86. FuncTorchHigherOrderOpTests.test_vmap_kwargs
  87. FuncTorchHigherOrderOpTests.test_vmap_multiple_invocation_in_dims
  88. FuncTorchHigherOrderOpTests.test_vmap_multiple_invocation_out_dims
  89. FuncTorchHigherOrderOpTests.test_vmap_multiple_outputs
  90. FuncTorchHigherOrderOpTests.test_vmap_multiple_outputs_diff_dims
  91. FuncTorchHigherOrderOpTests.test_vmap_multiple_outputs_out_dims_tuple
  92. FuncTorchHigherOrderOpTests.test_vmap_over_vmap_captured
  93. FuncTorchHigherOrderOpTests.test_vmap_over_vmap_two_inputs
  94. FuncTorchHigherOrderOpTests.test_vmap_previous_illegal_op_no_graph_break
  95. FuncTorchHigherOrderOpTests.test_vmap_pytree_inputs
  96. FuncTorchHigherOrderOpTests.test_vmap_recompile_same_config
  97. FuncTorchHigherOrderOpTests.test_vmap_recompile_with_randomness
  98. FuncTorchHigherOrderOpTests.test_vmap_side_effects
  99. FuncTorchHigherOrderOpTests.test_vmap_two_inputs
  100. FuncTorchHigherOrderOpTests.test_vmap_two_inputs_tuple_in_dims
  101. FuncTorchHigherOrderOpTests.test_vmap_with_conditional_graph_break
  102. FuncTorchHigherOrderOpTests.test_vmap_with_graph_break
  103. FuncTorchHigherOrderOpTests.test_vmap_with_graph_break_2
  104. FuncTorchHigherOrderOpTests.test_vmap_with_graph_break_lambda
  105. HigherOrderOpTests.test_capture_untracked_global_nested
  106. HigherOrderOpTests.test_capture_value_created_in_subgraph
  107. HigherOrderOpTests.test_cond_branches_no_arguments
  108. HigherOrderOpTests.test_cond_branches_no_arguments_no_closure
  109. HigherOrderOpTests.test_cond_pytree_operands
  110. HigherOrderOpTests.test_cond_pytree_operands_with_non_tensor_leaves
  111. HigherOrderOpTests.test_cond_source_fn_stack
  112. HigherOrderOpTests.test_cond_subgraph_name_is_valid
  113. HigherOrderOpTests.test_fallback_on_python_primitives_output
  114. HigherOrderOpTests.test_map_lowers_to_graph
  115. HigherOrderOpTests.test_map_multi_return
  116. HigherOrderOpTests.test_map_pytree_return
  117. HigherOrderOpTests.test_map_source_fn_stack
  118. HigherOrderOpTests.test_map_subgraph_name_is_valid
  119. HigherOrderOpTests.test_map_symint_input
  120. HigherOrderOpTests.test_modules
  121. HigherOrderOpTests.test_nested_tuple_output
  122. HigherOrderOpTests.test_output_with_dict
  123. HigherOrderOpTests.test_side_effect_in_body
  124. HigherOrderOpTests.test_vmap_source_fn_stack
  125. HigherOrderOpTests.test_wrap_kwarg_recompile
  126. HigherOrderOpTests.test_wrap_subgraph_name_is_valid
  127. HooksTests.test_functools_arg_vary
  128. HooksTests.test_post_acc_grad_hook
  129. HooksTests.test_tensor_register_global_hook
  130. HooksTests.test_tensor_register_hook_in_graph_local
  131. HooksTests.test_tensor_register_multiple_hooks
  132. HooksTests.test_tensor_register_multiple_hooks_handles_in_list
  133. InteropTests.test_vmap_in_graph
  134. LoggingTests.test_aot
  135. LoggingTests.test_aot_graphs
  136. LoggingTests.test_aot_joint_graph
  137. LoggingTests.test_bytecode
  138. LoggingTests.test_custom_format
  139. LoggingTests.test_custom_format_exc
  140. LoggingTests.test_dynamo_debug
  141. LoggingTests.test_dynamo_error
  142. LoggingTests.test_dynamo_info
  143. LoggingTests.test_graph
  144. LoggingTests.test_graph_breaks
  145. LoggingTests.test_graph_code
  146. LoggingTests.test_graph_sizes
  147. LoggingTests.test_graph_sizes_dynamic
  148. LoggingTests.test_guards_recompiles
  149. LoggingTests.test_inductor_debug
  150. LoggingTests.test_inductor_error
  151. LoggingTests.test_inductor_info
  152. LoggingTests.test_multiline_format
  153. LoggingTests.test_output_code
  154. LoggingTests.test_recompiles
  155. LoggingTests.test_trace_source_cond
  156. LoggingTests.test_trace_source_nested
  157. MiscTests.test_add_to_set
  158. MiscTests.test_any_all_symnode
  159. MiscTests.test_backend_match_guard
  160. MiscTests.test_boolarg
  161. MiscTests.test_callpacked
  162. MiscTests.test_closure_out_of_scope_cell
  163. MiscTests.test_compare_shapes_with_constant
  164. MiscTests.test_cond_nested
  165. MiscTests.test_cond_side_effects
  166. MiscTests.test_dataclass_fields
  167. MiscTests.test_deque_append_left
  168. MiscTests.test_deque_input
  169. MiscTests.test_deterministic_algorithms_mutated
  170. MiscTests.test_dict_order_keys
  171. MiscTests.test_dict_order_keys_modules
  172. MiscTests.test_dict_order_keys_tensors
  173. MiscTests.test_dictcomp
  174. MiscTests.test_dtypes_no_graphbreaks
  175. MiscTests.test_dunder_new_function_inlining
  176. MiscTests.test_frozenset_torch_func_contains
  177. MiscTests.test_get_cache_entry
  178. MiscTests.test_guard_failure_fn
  179. MiscTests.test_guard_failure_fn2
  180. MiscTests.test_guard_failure_fn_shape_control
  181. MiscTests.test_guard_failure_fn_tensor_iter
  182. MiscTests.test_inference_mode
  183. MiscTests.test_inline_closure_not_loaded_by_parent
  184. MiscTests.test_inplace_param_update
  185. MiscTests.test_inplace_view_on_graph_input
  186. MiscTests.test_intermediary_tensor_grad_access
  187. MiscTests.test_is_compiling
  188. MiscTests.test_iter_set
  189. MiscTests.test_itertools_accumulate_symint_default_sum
  190. MiscTests.test_itertools_accumulate_tensors_default_sum
  191. MiscTests.test_itertools_groupby_pure_python_default_identify_func
  192. MiscTests.test_itertools_groupby_pure_python_key_func
  193. MiscTests.test_itertools_infinite_cycle
  194. MiscTests.test_itertools_infinite_repeat
  195. MiscTests.test_itertools_infinite_repeat_mutation
  196. MiscTests.test_itertools_repeat
  197. MiscTests.test_listcomp
  198. MiscTests.test_mandelbrot_numpy
  199. MiscTests.test_mark_static
  200. MiscTests.test_namedtuple1
  201. MiscTests.test_namedtuple2
  202. MiscTests.test_nan
  203. MiscTests.test_nested_closure
  204. MiscTests.test_nested_closure_mutation
  205. MiscTests.test_nested_optimize
  206. MiscTests.test_nested_optimize_decorator
  207. MiscTests.test_nested_optimize_run
  208. MiscTests.test_nn_module_getattr
  209. MiscTests.test_no_raise_guard_partial_constraint
  210. MiscTests.test_no_raise_guard_partial_constraint_across_break
  211. MiscTests.test_numpy_array_of_arrays
  212. MiscTests.test_numpy_force
  213. MiscTests.test_numpy_int_constant
  214. MiscTests.test_numpy_iter
  215. MiscTests.test_numpy_non_torch_dtype
  216. MiscTests.test_numpy_readonly
  217. MiscTests.test_numpy_recompilation_scalar
  218. MiscTests.test_numpy_size_attr
  219. MiscTests.test_numpy_subdtype
  220. MiscTests.test_numpy_tolist
  221. MiscTests.test_numpy_torch_operators
  222. MiscTests.test_numpy_with_builtin_type
  223. MiscTests.test_out_variants_with_resizing_on_graph_inputs
  224. MiscTests.test_pure_python_accumulate
  225. MiscTests.test_py_guards_mark_dynamic
  226. MiscTests.test_raise_guard_full_constraint
  227. MiscTests.test_raise_guard_partial_constraint_no_graph_break
  228. MiscTests.test_raise_on_backend_error
  229. MiscTests.test_recompile_on_global_state_change
  230. MiscTests.test_release_input_memory
  231. MiscTests.test_release_module_memory
  232. MiscTests.test_release_scope_memory
  233. MiscTests.test_repeat_interleave_graphbreaks
  234. MiscTests.test_return_nested_function
  235. MiscTests.test_set_aliasing_recompiles
  236. MiscTests.test_setattr_mutation1
  237. MiscTests.test_simple_set_usage
  238. MiscTests.test_size_input
  239. MiscTests.test_str_format_assert2
  240. MiscTests.test_tensor_build_list_unpack
  241. MiscTests.test_tensor_dict1
  242. MiscTests.test_tensor_dict2
  243. MiscTests.test_tensor_dict3
  244. MiscTests.test_tensor_item_capture
  245. MiscTests.test_tolist_0d
  246. MiscTests.test_tolist_1d
  247. MiscTests.test_tolist_kd
  248. MiscTests.test_tolist_kd_dynamic
  249. MiscTests.test_tolist_scalar
  250. MiscTests.test_torch_seed
  251. MiscTests.test_tracing_nested_py_tree
  252. MiscTests.test_tracing_nested_py_tree_dicts
  253. MiscTests.test_tracing_nested_py_tree_mixed_all
  254. MiscTests.test_tracing_nested_py_tree_tuples
  255. MiscTests.test_tracing_py_tree
  256. MiscTests.test_tracing_py_tree_tensor_subclass
  257. MiscTests.test_tracing_tree_map_only
  258. MiscTests.test_type_copy
  259. MiscTests.test_typing_typevar
  260. MiscTests.test_user_getattribute
  261. MiscTests.test_with_builtin_type
  262. MiscTests.test_yield_from
  263. MiscTests.test_yield_gen_and_from
  264. MiscTests.test_yield_send_to_subgenerator_graph_break
  265. NNModuleTests.test_lazy_module1
  266. NNModuleTests.test_lazy_module2
  267. NNModuleTests.test_lazy_module4
  268. NNModuleTests.test_lazy_module5
  269. NNModuleTests.test_lazy_module6
  270. NNModuleTests.test_lazy_module_no_cls_to_become
  271. NNModuleTests.test_self_mutating1
  272. NNModuleTests.test_unsupportedmethod
  273. NNModuleTests.test_unsupportedmodule
  274. NonStrictExportTestExport.test__scaled_dot_product_flash_attention_non_strict
  275. NonStrictExportTestExport.test_basic_non_strict_fake_tensor_non_strict
  276. NonStrictExportTestExport.test_basic_non_strict_real_tensor_non_strict
  277. NonStrictExportTestExport.test_buffer_util_non_strict
  278. NonStrictExportTestExport.test_cond_with_module_stack_export_with_non_strict
  279. NonStrictExportTestExport.test_export_decomps_dynamic_non_strict
  280. NonStrictExportTestExport.test_export_decomps_simple_non_strict
  281. NonStrictExportTestExport.test_export_with_wrong_inputs_non_strict
  282. NonStrictExportTestExport.test_external_call_non_strict_real_tensor_non_strict
  283. NonStrictExportTestExport.test_fqn_non_strict
  284. NonStrictExportTestExport.test_nn_module_stack_non_strict
  285. NonStrictExportTestExport.test_nn_module_stack_shared_submodule_non_strict
  286. NonStrictExportTestExport.test_non_strict_dynamic_shapes_non_strict
  287. NonStrictExportTestExport.test_non_strict_dynamic_shapes_suggested_fixes_non_strict
  288. NonStrictExportTestExport.test_param_util_non_strict
  289. NonStrictExportTestExport.test_raise_user_error_when_guard_on_data_dependent_operation_non_strict
  290. NonStrictExportTestExport.test_sym_sqrt_non_strict
  291. NonStrictExportTestExport.test_to_module_with_mutated_buffer_multiple_non_strict
  292. NonStrictExportTestExport.test_to_module_with_mutated_buffer_multiple_update_sub_later_non_strict
  293. NonStrictExportTestExport.test_to_module_with_mutated_buffer_non_strict
  294. NumpyTestsCPU.test_boolean_indexing_weirdness_cpu
  295. NumpyTestsCPU.test_boolean_shape_mismatch_cpu
  296. NumpyTestsCPU.test_empty_fancy_index_cpu
  297. NumpyTestsCPU.test_index_no_floats_cpu
  298. OptimizedModuleTest.test_backward_hooks
  299. OptimizedModuleTest.test_cache_size_limit_on_guarded_nn_modules
  300. OptimizedModuleTest.test_composition_with_opt_mod
  301. OptimizedModuleTest.test_hooks_inner
  302. OptimizedModuleTest.test_hooks_outer
  303. OptimizedModuleTest.test_hooks_skip_guards
  304. OptimizedModuleTest.test_module_dict_iter_name
  305. OptimizedModuleTest.test_nn_module
  306. OptimizedModuleTest.test_no_recompile_on_nn_guarded_modules
  307. OptimizedModuleTest.test_to
  308. OptimizerTests.test_adagrad
  309. OptimizerTests.test_adam
  310. OptimizerTests.test_adamax
  311. OptimizerTests.test_adamw
  312. OptimizerTests.test_asgd
  313. OptimizerTests.test_nadam
  314. OptimizerTests.test_rmsprop
  315. OptimizerTests.test_rprop
  316. OptimizerTests.test_sgd
  317. PackedSequenceTest.test_pack_sequence
  318. PackedSequenceTest.test_to
  319. PackedSequenceTest.test_total_length
  320. PackedSequenceTest.test_type_casts
  321. PackedSequenceTest.test_unpack_sequence
  322. RecompileTests.test_aliasing_guard_failures_with_globals
  323. RecompileTests.test_automatic_dynamic_reduce_recompiles
  324. RecompileTests.test_automatic_dynamic_tensor_scalar_change
  325. RecompileTests.test_dynamic_shape_parameter_recompile
  326. RecompileTests.test_recompiles_true_false_flop
  327. RecompileUxTests.test_mismatched_type
  328. RecompileUxTests.test_verbose_tensor_check
  329. ReproTests.test_add_sub_alpha_out
  330. ReproTests.test_addr_alpha_beta_out
  331. ReproTests.test_boxes_len
  332. ReproTests.test_chunk_reformer_ff
  333. ReproTests.test_convert_boxes_to_pooler_format
  334. ReproTests.test_create_rand_mask_from_inputs
  335. ReproTests.test_do_paste_mask
  336. ReproTests.test_dynamic_shapes_float_guard
  337. ReproTests.test_dynamic_shapes_implicit_guard
  338. ReproTests.test_empty_list_contains_with_jump
  339. ReproTests.test_function_in_skipfiles
  340. ReproTests.test_functools_wraps
  341. ReproTests.test_hf_t5_forward
  342. ReproTests.test_hf_xsoftmax_training
  343. ReproTests.test_issue175
  344. ReproTests.test_jit_trace_errors
  345. ReproTests.test_list_aliasing
  346. ReproTests.test_list_self_reference
  347. ReproTests.test_longformer_chunk
  348. ReproTests.test_merge_criteria_processor_list1
  349. ReproTests.test_merge_criteria_processor_list2
  350. ReproTests.test_module_in_skipfiles
  351. ReproTests.test_multi_import
  352. ReproTests.test_negative_shape_guard
  353. ReproTests.test_numpy_not_ndarray_recompiles
  354. ReproTests.test_recursive_map
  355. ReproTests.test_reformer_eval
  356. ReproTests.test_reformer_min_chunk_len
  357. ReproTests.test_reformer_sorting
  358. ReproTests.test_relative_import
  359. ReproTests.test_relative_import_no_modulename
  360. ReproTests.test_restricted_list_subclass1
  361. ReproTests.test_rewrite_assert_noop
  362. ReproTests.test_rewrite_assert_with_msg
  363. ReproTests.test_rewrite_assert_with_non_string_msg
  364. ReproTests.test_seq_append_list
  365. ReproTests.test_size_typematch
  366. ReproTests.test_tensor_data_kwarg
  367. ReproTests.test_threading_local
  368. ReproTests.test_validate_model_kwargs
  369. RetraceExportTestDynamismExpression.test_export_inline_constraints_retraceability
  370. RetraceExportTestExport.test_cond_with_module_stack_export_with_retraceability
  371. RetraceExportTestExport.test_constrain_size_in_eager_retraceability
  372. RetraceExportTestExport.test_constrain_size_with_constrain_value_retraceability
  373. RetraceExportTestExport.test_constrain_size_with_various_cases_retraceability
  374. RetraceExportTestExport.test_nn_module_stack_retraceability
  375. RetraceExportTestExport.test_nn_module_stack_shared_submodule_retraceability
  376. RetraceExportTestExport.test_non_strict_dynamic_shapes_retraceability
  377. RetraceExportTestExport.test_non_strict_dynamic_shapes_suggested_fixes_retraceability
  378. SerDesExportTestDynamismExpression.test_export_inline_constraints_serdes
  379. SerDesExportTestExport.test_basic_non_strict_fake_tensor_serdes
  380. SerDesExportTestExport.test_basic_non_strict_real_tensor_serdes
  381. SerDesExportTestExport.test_cond_with_module_stack_export_with_serdes
  382. SerDesExportTestExport.test_constrain_size_in_eager_serdes
  383. SerDesExportTestExport.test_constrain_size_with_constrain_value_serdes
  384. SerDesExportTestExport.test_constrain_size_with_various_cases_serdes
  385. SerDesExportTestExport.test_external_call_non_strict_real_tensor_serdes
  386. SerDesExportTestExport.test_nn_module_stack_serdes
  387. SerDesExportTestExport.test_nn_module_stack_shared_submodule_serdes
  388. SerDesExportTestExport.test_non_strict_dynamic_shapes_serdes
  389. SerDesExportTestExport.test_non_strict_dynamic_shapes_suggested_fixes_serdes
  390. SkipNonTensorTests.test_add_tensor1
  391. SkipNonTensorTests.test_add_tensor2
  392. SkipNonTensorTests.test_add_tensor_dict
  393. SkipNonTensorTests.test_add_tensor_list
  394. SkipNonTensorTests.test_do_not_skip_side_effects
  395. SkipNonTensorTests.test_recursive_list
  396. SubclassTests.test_compile_higher_order_with_functionalization
  397. SubclassTests.test_compile_with_functionalization
  398. SubclassTests.test_torch_function_state_guards
  399. SubclassTests.test_wrapper_subclass_guards_on_inner_tensor
  400. SubclassTests.test_wrapper_subclass_with_differently_sized_inner_tensor
  401. SubclassTests.test_wrapper_subclass_with_same_sized_inner_tensor
  402. SubGraphTests.test_dynamic_duck_size
  403. SubGraphTests.test_dynamic_getitem
  404. SubGraphTests.test_dynamic_kwarg
  405. SubGraphTests.test_dynamic_order_dependence
  406. SubGraphTests.test_dynamic_zero_inference
  407. SubGraphTests.test_enumerate_not_break_graph
  408. SubGraphTests.test_no_graph_break_on_item
  409. TestAnalyze.test_trace_dependencies
  410. TestAOTAutograd.test_input_mutation_aliases_bases_out_of_order
  411. TestAOTDispatch.test_aot_dispatch_input_mutation
  412. TestAOTDispatch.test_aot_dispatch_input_mutation_and_output_alias
  413. TestAOTDispatch.test_aot_dispatch_output_alias
  414. TestAOTDispatch.test_aot_dispatch_simple
  415. TestAOTModuleSimplified.test_aot_module_simplified_dynamic
  416. TestAOTModuleSimplified.test_aot_module_simplified_fake_tensor_gm_raises
  417. TestApplyAlongAxis.test_0d_array
  418. TestApplyAlongAxis.test_axis_insertion
  419. TestApplyAlongAxis.test_scalar_array
  420. TestArange.test_infinite
  421. TestArange.test_nan_step
  422. TestArange.test_require_range
  423. TestArange.test_zero_step
  424. TestArgmax.test_combinations_data62
  425. TestArgmax.test_combinations_data63
  426. TestArgmax.test_combinations_data65
  427. TestArgmax.test_combinations_data66
  428. TestArrayAttributeDeletion.test_multiarray_not_writable_attributes_deletion
  429. TestArrayAttributeDeletion.test_multiarray_writable_attributes_deletion
  430. TestArrayCreationCopyArgument.test_scalars
  431. TestArrayCreationCopyArgument.test_striding_not_ok
  432. TestArrayFromScalar.test_integers_np_byte_np_longlong
  433. TestArrayFromScalar.test_integers_np_int__np_longlong
  434. TestArrayFromScalar.test_integers_np_intc_np_longlong
  435. TestArrayFromScalar.test_integers_np_longlong_np_longlong
  436. TestArrayFromScalar.test_integers_np_longlong_t26
  437. TestArrayFromScalar.test_integers_np_short_np_longlong
  438. TestArrayFromScalar.test_integers_t15_np_longlong
  439. TestArraySplit.test_integer_0_split
  440. TestAsArrayCPU.test_copy_list_cpu_bfloat16
  441. TestAsArrayCPU.test_copy_list_cpu_bool
  442. TestAsArrayCPU.test_copy_list_cpu_complex128
  443. TestAsArrayCPU.test_copy_list_cpu_complex64
  444. TestAsArrayCPU.test_copy_list_cpu_float16
  445. TestAsArrayCPU.test_copy_list_cpu_float32
  446. TestAsArrayCPU.test_copy_list_cpu_float64
  447. TestAsArrayCPU.test_copy_list_cpu_int16
  448. TestAsArrayCPU.test_copy_list_cpu_int32
  449. TestAsArrayCPU.test_copy_list_cpu_int64
  450. TestAsArrayCPU.test_copy_list_cpu_int8
  451. TestAsArrayCPU.test_copy_list_cpu_uint8
  452. TestAssignment.test_assignment_broadcasting
  453. TestAttributes.test_fill_max_uint64
  454. TestAttributes.test_fill_readonly
  455. TestAttributes.test_fill_struct_array
  456. TestAutograd.test_access_saved_tensor_twice_without_recomputation_works
  457. TestAutograd.test_anomaly_mode_no_check_nan
  458. TestAutograd.test_autograd_simple_views_python
  459. TestAutograd.test_autograd_views_codegen
  460. TestAutograd.test_backward_with_inputs
  461. TestAutograd.test_checkpoint_detects_non_determinism
  462. TestAutograd.test_checkpointing_non_reentrant_autocast_cpu
  463. TestAutograd.test_checkpointing_without_reentrant_custom_function_works
  464. TestAutograd.test_custom_function_forward_mode_inplace_checks
  465. TestAutograd.test_custom_function_forward_mode_view_checks
  466. TestAutograd.test_custom_function_saved_tensors
  467. TestAutograd.test_gradcheck_forward_ad
  468. TestAutograd.test_gradcheck_nondeterministic
  469. TestAutograd.test_hook_closure_cycle_use_custom_function_True_use_tensor_hook_False
  470. TestAutograd.test_nested_anomaly_detect_nan
  471. TestAutograd.test_nested_anomaly_printstack_cleanup
  472. TestAutograd.test_profiler
  473. TestAutograd.test_profiler_aggregation_table
  474. TestAutograd.test_profiler_propagation
  475. TestAutograd.test_profiler_seq_nr
  476. TestAutograd.test_profiler_shapes
  477. TestAutograd.test_record_function
  478. TestAutograd.test_record_function_callbacks
  479. TestAutograd.test_record_function_legacy
  480. TestAutograd.test_return_duplicate
  481. TestAutograd.test_return_duplicate_inplace
  482. TestAutograd.test_save_on_cpu_and_checkpoint
  483. TestAutograd.test_set_grad_coroutines
  484. TestAutograd.test_set_grad_coroutines_exit
  485. TestAutograd.test_set_grad_generator_functions
  486. TestAutograd.test_set_grad_generator_functions_recursive
  487. TestAutogradDeviceTypeCPU.test_inplace_on_view_modify_base_cpu
  488. TestAutogradDeviceTypeCPU.test_inplace_on_view_python_cpu
  489. TestAutogradForwardMode.test_create_new_zeros_with_same_meta
  490. TestAutogradForwardMode.test_detach_view_tracking
  491. TestAutogradForwardMode.test_forward_level_cleanup
  492. TestAutogradForwardMode.test_make_dual_inference_tensor_in_inference_mode
  493. TestAutogradInferenceMode.test_inference_mode_decorator
  494. TestAutogradInferenceMode.test_inference_mode_inf_tensor_in_inf_mode_inplace_op
  495. TestBaseMath.test_lower_align
  496. TestBaseSparsifier.test_state_dict
  497. TestBitsCPU.test_cat_cpu
  498. TestBool.test_sum_2
  499. TestBooleanIndexing.test_bool_as_int_argument_errors
  500. TestBooleanIndexing.test_boolean_indexing_weirdness
  501. TestBufferProtocolCPU.test_byte_to_int_cpu
  502. TestClip.test_clip_func_takes_out
  503. TestClip.test_simple_complex
  504. TestColumnStack.test_non_iterable
  505. TestComposabilityCPU.test_autograd_function_no_setup_context_transform_hessian_cpu
  506. TestComposabilityCPU.test_autograd_function_no_setup_context_transform_jacfwd_cpu
  507. TestComposabilityCPU.test_deprecation_transforms_transform_functionalize_cpu
  508. TestComposabilityCPU.test_requires_grad_inside_transform_cpu
  509. TestConcatenate.test_bad_out_shape
  510. TestConcatenate.test_concatenate
  511. TestConcatenate.test_exceptions
  512. TestConcatenate.test_large_concatenate_axis_None
  513. TestCond.test_empty_sq_cases
  514. TestCond.test_sq_cases
  515. TestContentStoreCPU.test_repeated_hash_cpu
  516. TestControlFlow.test_map_autograd_nested_list
  517. TestControlFlow.test_map_autograd_no_grad_output
  518. TestControlFlow.test_map_dict_in_out
  519. TestControlFlow.test_map_list_in_out
  520. TestControlFlowTraced.test_map_functionalized
  521. TestControlFlowTraced.test_map_functionalized_aot_func
  522. TestControlFlowTraced.test_nested_cond_map_cond_symbolic
  523. TestControlFlowTraced.test_nested_map_cond_real
  524. TestControlFlowTraced.test_nested_map_cond_symbolic
  525. TestControlFlowTraced.test_tracing_map_autograd_aot_functionalized
  526. TestControlFlowTraced.test_tracing_map_autograd_symbolic_dict
  527. TestControlFlowTraced.test_tracing_map_autograd_symbolic_list
  528. TestControlFlowTraced.test_tracing_map_autograd_symbolic_simple
  529. TestControlFlowTraced.test_tracing_map_real
  530. TestControlFlowTraced.test_tracing_map_symbolic_dict
  531. TestControlFlowTraced.test_tracing_map_symbolic_list
  532. TestControlFlowTraced.test_tracing_map_symbolic_simple
  533. TestConversion.test_to_int_scalar
  534. TestCov.test_aweights
  535. TestCov.test_fweights
  536. TestCppExtensionJIT.test_cpp_frontend_module_has_same_output_as_python
  537. TestCppExtensionJIT.test_cpp_frontend_module_has_up_to_date_attribute
  538. TestCppExtensionJIT.test_cpp_frontend_module_has_up_to_date_attributes
  539. TestCppExtensionOpenRgistration.test_open_device_registration
  540. TestCross.test_broadcasting_shapes
  541. TestCustomBackendAPI.test_aot_autograd_api
  542. TestCustomBackendAPI.test_lookup_backend
  543. TestCustomBackendAPI.test_register_backend_api
  544. TestCustomOp.test_impl_device_cpu
  545. TestCustomOp.test_legacy_define
  546. TestDelete.test_slices
  547. TestDeserialize.test_tensor_tensor_list
  548. TestDiag.test_failure
  549. TestDiff.test_append
  550. TestDiff.test_axis
  551. TestDiff.test_n
  552. TestDiff.test_prepend
  553. TestDLPack.test_dlpack_device
  554. TestDLPack.test_dtype_passthrough_dtype0
  555. TestDLPack.test_dtype_passthrough_dtype1
  556. TestDLPack.test_dtype_passthrough_dtype2
  557. TestDLPack.test_dtype_passthrough_dtype3
  558. TestDLPack.test_dtype_passthrough_dtype4
  559. TestDLPack.test_dtype_passthrough_dtype5
  560. TestDLPack.test_dtype_passthrough_dtype6
  561. TestDLPack.test_dtype_passthrough_dtype7
  562. TestDLPack.test_dtype_passthrough_dtype8
  563. TestDLPack.test_dtype_passthrough_dtype9
  564. TestDLPack.test_dunder_dlpack_refcount
  565. TestDLPack.test_from_dlpack_refcount
  566. TestDLPack.test_from_torch
  567. TestDLPack.test_higher_dims_ndim_0
  568. TestDLPack.test_higher_dims_ndim_1
  569. TestDLPack.test_higher_dims_ndim_10
  570. TestDLPack.test_higher_dims_ndim_11
  571. TestDLPack.test_higher_dims_ndim_12
  572. TestDLPack.test_higher_dims_ndim_13
  573. TestDLPack.test_higher_dims_ndim_14
  574. TestDLPack.test_higher_dims_ndim_15
  575. TestDLPack.test_higher_dims_ndim_16
  576. TestDLPack.test_higher_dims_ndim_17
  577. TestDLPack.test_higher_dims_ndim_18
  578. TestDLPack.test_higher_dims_ndim_19
  579. TestDLPack.test_higher_dims_ndim_2
  580. TestDLPack.test_higher_dims_ndim_20
  581. TestDLPack.test_higher_dims_ndim_21
  582. TestDLPack.test_higher_dims_ndim_22
  583. TestDLPack.test_higher_dims_ndim_23
  584. TestDLPack.test_higher_dims_ndim_24
  585. TestDLPack.test_higher_dims_ndim_25
  586. TestDLPack.test_higher_dims_ndim_26
  587. TestDLPack.test_higher_dims_ndim_27
  588. TestDLPack.test_higher_dims_ndim_28
  589. TestDLPack.test_higher_dims_ndim_29
  590. TestDLPack.test_higher_dims_ndim_3
  591. TestDLPack.test_higher_dims_ndim_30
  592. TestDLPack.test_higher_dims_ndim_31
  593. TestDLPack.test_higher_dims_ndim_32
  594. TestDLPack.test_higher_dims_ndim_4
  595. TestDLPack.test_higher_dims_ndim_5
  596. TestDLPack.test_higher_dims_ndim_6
  597. TestDLPack.test_higher_dims_ndim_7
  598. TestDLPack.test_higher_dims_ndim_8
  599. TestDLPack.test_higher_dims_ndim_9
  600. TestDLPack.test_ndim0
  601. TestDropoutNN.test_invalid_dropout_p
  602. TestDsplit.test_0D_array
  603. TestDsplit.test_1D_array
  604. TestDsplit.test_2D_array
  605. TestDsplit.test_non_iterable
  606. TestDstack.test_non_iterable
  607. TestDynamicQuantizedOps.test_qlinear
  608. TestDynamismExpression.test_export_inline_constraints
  609. TestEigh.test_invalid
  610. TestEigvalsh.test_invalid
  611. TestExpandDims.test_axis_out_of_range
  612. TestExpandDims.test_repeated_axis
  613. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_conv1d_cpu_float64
  614. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_conv2d_cpu_float64
  615. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_conv3d_cpu_float64
  616. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_group_norm_cpu_float64
  617. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_instance_norm_cpu_float64
  618. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_layer_norm_cpu_float64
  619. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_conv1d_cpu_float64
  620. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_conv2d_cpu_float64
  621. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_conv3d_cpu_float64
  622. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_group_norm_cpu_float64
  623. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_instance_norm_cpu_float64
  624. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_layer_norm_cpu_float64
  625. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv1d_cpu_float64
  626. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv2d_cpu_float64
  627. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv3d_cpu_float64
  628. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_group_norm_cpu_float64
  629. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_instance_norm_cpu_float64
  630. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_layer_norm_cpu_float64
  631. TestExperiment.test_with_buffer_as_submodule
  632. TestExperimentalUtils.test_profiler_name_pattern
  633. TestExperimentalUtils.test_profiler_optimizer_single_tensor_pattern
  634. TestExperimentalUtils.test_profiler_pattern_match_helper
  635. TestExperimentalUtils.test_profiler_synchronized_dataloader_pattern
  636. TestExperimentalUtils.test_utils_compute_queue_depth_when_no_cuda_events
  637. TestExperimentalUtils.test_utils_compute_self_time
  638. TestExport.test_basic_non_strict_fake_tensor
  639. TestExport.test_basic_non_strict_real_tensor
  640. TestExport.test_cond_with_module_stack_export_with
  641. TestExport.test_constrain_size_in_eager
  642. TestExport.test_constrain_size_with_constrain_value
  643. TestExport.test_constrain_size_with_various_cases
  644. TestExport.test_external_call_non_strict_real_tensor
  645. TestExport.test_nn_module_stack
  646. TestExport.test_nn_module_stack_shared_submodule
  647. TestExport.test_non_strict_dynamic_shapes
  648. TestExport.test_non_strict_dynamic_shapes_suggested_fixes
  649. TestFakeQuantizeOps.test_backward_per_channel
  650. TestFakeQuantizeOps.test_backward_per_tensor
  651. TestFakeQuantizeOps.test_learnable_backward_per_channel_cpu
  652. TestFakeQuantizeOps.test_learnable_backward_per_channel_cuda
  653. TestFakeQuantizeOps.test_learnable_backward_per_tensor_cuda
  654. TestFakeQuantizeOps.test_learnable_forward_per_channel_cuda
  655. TestFakeQuantizeOps.test_learnable_forward_per_tensor_cpu
  656. TestFakeQuantizeOps.test_learnable_forward_per_tensor_cuda
  657. TestFlag.test_writeable_from_readonly
  658. TestFlip.test_axes
  659. TestFliplr.test_basic
  660. TestFloatNonIntegerArgument.test_non_integer_argument_errors
  661. TestFloatNonIntegerArgument.test_reduce_axis_float_index
  662. TestFromBuffer.test_empty
  663. TestFunctionalizeCPU.test_multioutput_view_cpu
  664. TestFunctionalizeCPU.test_simple_view_cpu
  665. TestFunctionalizeCPU.test_vmap_functionalize_jvp_cpu
  666. TestGenericCumSumProd.test_bad_axis_func0
  667. TestGenericCumSumProd.test_bad_axis_func1
  668. TestGenericPytree.test_flatten_unflatten_deque_cxx
  669. TestGenericPytree.test_flatten_unflatten_deque_py
  670. TestGenericReductions.test_bad_axis_func0
  671. TestGenericReductions.test_bad_axis_func1
  672. TestGenericReductions.test_bad_axis_func10
  673. TestGenericReductions.test_bad_axis_func11
  674. TestGenericReductions.test_bad_axis_func2
  675. TestGenericReductions.test_bad_axis_func3
  676. TestGenericReductions.test_bad_axis_func4
  677. TestGenericReductions.test_bad_axis_func5
  678. TestGenericReductions.test_bad_axis_func6
  679. TestGenericReductions.test_bad_axis_func7
  680. TestGenericReductions.test_bad_axis_func8
  681. TestGenericReductions.test_bad_axis_func9
  682. TestGradient.test_badargs
  683. TestGradient.test_second_order_accurate
  684. TestGradient.test_specific_axes
  685. TestGradient.test_values
  686. TestGradNewOnesOverride.test_newones
  687. TestHessianCPU.test_jacfwd_different_levels_cpu
  688. TestHigherOrderOperatorInteractionCPU.test_grad_name_wrapping_cpu
  689. TestHistogram.test_error_binnum_type
  690. TestHistogram.test_finite_range
  691. TestHistogram.test_one_bin
  692. TestHistogram2d.test_binparameter_combination
  693. TestHistogramdd.test_bins_error_2
  694. TestHistogramdd.test_bins_errors
  695. TestHistogramdd.test_equal_edges
  696. TestHistogramdd.test_inf_edges
  697. TestHistogramdd.test_weights
  698. TestHsplit.test_0D_array
  699. TestHsplit.test_non_iterable
  700. TestHstack.test_empty_input
  701. TestHstack.test_non_iterable
  702. TestIndexing.test_index_no_floats
  703. TestIndexing.test_slicing_no_floats
  704. TestIndexingCPU.test_byte_mask_cpu
  705. TestIndexingCPU.test_empty_ndim_index_bool_cpu
  706. TestIndexingCPU.test_index_cpu
  707. TestIndexingCPU.test_index_limits_cpu
  708. TestIndexingCPU.test_out_of_bound_index_cpu
  709. TestIndexingCPU.test_zero_dim_index_cpu
  710. TestInputAttrTracking.test_complex_attr_access_without_graph_breaks
  711. TestInputAttrTracking.test_const_property_on_tensor
  712. TestInputAttrTracking.test_set_data_on_input_tensor
  713. TestInputAttrTracking.test_tensor_property_assigned_on_tensor
  714. TestInputAttrTracking.test_tensor_property_on_tensor
  715. TestIsScalar.test_is_not_scalar_value6
  716. TestIterator.test_iterator
  717. TestJacCPU.test_against_reference_correctness_different_devices_cpu
  718. TestJacCPU.test_against_reference_default_arg_cpu
  719. TestJacCPU.test_against_reference_multi_input_cpu
  720. TestJacCPU.test_against_reference_multi_input_multi_output_cpu
  721. TestJacCPU.test_against_reference_simple_cpu
  722. TestJacCPU.test_against_reference_unrelated_outputs_cpu
  723. TestJacCPU.test_against_reference_zero_dim_cpu
  724. TestJacCPU.test_argnums_defaults_to_zero_cpu
  725. TestJacCPU.test_aux_pytree_cpu
  726. TestJacCPU.test_dimensionality_cpu
  727. TestJacCPU.test_empty_output_cpu
  728. TestJacCPU.test_inplace_cpu
  729. TestJacCPU.test_jac_with_non_tensor_args_cpu
  730. TestJacCPU.test_multiple_inputs_outputs_pytree_cpu
  731. TestJacCPU.test_multiple_inputs_pytree_cpu
  732. TestJacCPU.test_multiple_outputs_multiple_argnums_cpu
  733. TestJacCPU.test_multiple_outputs_single_argnums_cpu
  734. TestJacCPU.test_outputs_can_any_pytree_cpu
  735. TestJacCPU.test_unrelated_input_cpu
  736. TestJacCPU.test_unrelated_output_cpu
  737. TestJit.test_batchnorm
  738. TestLazyModules.test_lazy_batchnorm_with_dict_input
  739. TestLazyModules.test_lazy_conv1d
  740. TestLazyModules.test_lazy_conv1d_pickle
  741. TestLazyModules.test_lazy_conv2d
  742. TestLazyModules.test_lazy_conv2d_pickle
  743. TestLazyModules.test_lazy_conv3d
  744. TestLazyModules.test_lazy_conv3d_pickle
  745. TestLazyModules.test_lazy_conv_transpose1d_kwargs
  746. TestLazyModules.test_lazy_conv_transpose1d_pickle
  747. TestLazyModules.test_lazy_conv_transpose2d
  748. TestLazyModules.test_lazy_conv_transpose2d_kwargs
  749. TestLazyModules.test_lazy_conv_transpose2d_pickle
  750. TestLazyModules.test_lazy_conv_transpose3d
  751. TestLazyModules.test_lazy_conv_transpose3d_kwargs
  752. TestLazyModules.test_lazy_conv_transpose3d_pickle
  753. TestLazyModules.test_lazy_conv_transposed1d
  754. TestLazyModules.test_lazy_linear_pickle
  755. TestLazyModules.test_linear
  756. TestLexsort.test_datetime
  757. TestLexsort.test_mixed
  758. TestLinalgCPU.test_addmm_sizes_cpu_float32
  759. TestLinalgCPU.test_addmm_sizes_cpu_float64
  760. TestLinalgCPU.test_addr_integral_cpu_int16
  761. TestLinalgCPU.test_addr_integral_cpu_int32
  762. TestLinalgCPU.test_addr_integral_cpu_int64
  763. TestLinalgCPU.test_addr_integral_cpu_int8
  764. TestLinalgCPU.test_addr_integral_cpu_uint8
  765. TestLinalgCPU.test_geqrf_cpu_complex128
  766. TestLinalgCPU.test_geqrf_cpu_complex64
  767. TestLinalgCPU.test_geqrf_cpu_float32
  768. TestLinalgCPU.test_geqrf_cpu_float64
  769. TestLinalgCPU.test_householder_product_cpu_complex128
  770. TestLinalgCPU.test_householder_product_cpu_complex64
  771. TestLinalgCPU.test_householder_product_cpu_float32
  772. TestLinalgCPU.test_householder_product_cpu_float64
  773. TestLinalgCPU.test_pinv_cpu_complex128
  774. TestLinalgCPU.test_pinv_cpu_complex64
  775. TestLinalgCPU.test_pinv_cpu_float32
  776. TestLinalgCPU.test_pinv_cpu_float64
  777. TestLinalgCPU.test_slogdet_errors_and_warnings_cpu_complex128
  778. TestLinalgCPU.test_slogdet_errors_and_warnings_cpu_complex64
  779. TestLinalgCPU.test_slogdet_errors_and_warnings_cpu_float32
  780. TestLinalgCPU.test_slogdet_errors_and_warnings_cpu_float64
  781. TestLinalgCPU.test_solve_cpu_complex128
  782. TestLinalgCPU.test_solve_cpu_complex64
  783. TestLinalgCPU.test_solve_cpu_float32
  784. TestLinalgCPU.test_solve_cpu_float64
  785. TestLinalgCPU.test_tensorinv_errors_and_warnings_cpu_complex128
  786. TestLinalgCPU.test_tensorinv_errors_and_warnings_cpu_complex64
  787. TestLinalgCPU.test_tensorinv_errors_and_warnings_cpu_float32
  788. TestLinalgCPU.test_tensorinv_errors_and_warnings_cpu_float64
  789. TestMatmul.test_exceptions
  790. TestMedian.test_extended_axis_invalid
  791. TestMeshgrid.test_indexing
  792. TestMetaKernel.test_addmm_invalid_dtype
  793. TestMin.test_adapt
  794. TestMin.test_attn
  795. TestMin.test_big_split
  796. TestMin.test_c
  797. TestMin.test_compare_dims
  798. TestMin.test_diag
  799. TestMin.test_dim_args
  800. TestMin.test_dims_with_size
  801. TestMin.test_dir
  802. TestMin.test_doc
  803. TestMin.test_embed
  804. TestMin.test_eq
  805. TestMin.test_expand
  806. TestMin.test_functorch
  807. TestMin.test_hello
  808. TestMin.test_index
  809. TestMin.test_index_placement
  810. TestMin.test_inplace
  811. TestMin.test_manual_stuff
  812. TestMin.test_mask
  813. TestMin.test_max
  814. TestMin.test_mm
  815. TestMin.test_mm_fuse
  816. TestMin.test_monkey
  817. TestMin.test_network
  818. TestMin.test_order
  819. TestMin.test_order_keyword
  820. TestMin.test_parse
  821. TestMin.test_permute_orig
  822. TestMin.test_seg
  823. TestMin.test_simple
  824. TestMin.test_softmax_split
  825. TestMin.test_stack
  826. TestMin.test_time_mm_fuse
  827. TestMin.test_with_dims_split
  828. TestMinFunctorchOnly.test_adapt
  829. TestMinFunctorchOnly.test_attn
  830. TestMinFunctorchOnly.test_big_split
  831. TestMinFunctorchOnly.test_c
  832. TestMinFunctorchOnly.test_compare_dims
  833. TestMinFunctorchOnly.test_diag
  834. TestMinFunctorchOnly.test_dim_args
  835. TestMinFunctorchOnly.test_dims_with_size
  836. TestMinFunctorchOnly.test_dir
  837. TestMinFunctorchOnly.test_doc
  838. TestMinFunctorchOnly.test_embed
  839. TestMinFunctorchOnly.test_eq
  840. TestMinFunctorchOnly.test_expand
  841. TestMinFunctorchOnly.test_functorch
  842. TestMinFunctorchOnly.test_hello
  843. TestMinFunctorchOnly.test_index
  844. TestMinFunctorchOnly.test_index_placement
  845. TestMinFunctorchOnly.test_inplace
  846. TestMinFunctorchOnly.test_manual_stuff
  847. TestMinFunctorchOnly.test_mask
  848. TestMinFunctorchOnly.test_max
  849. TestMinFunctorchOnly.test_mm
  850. TestMinFunctorchOnly.test_mm_fuse
  851. TestMinFunctorchOnly.test_monkey
  852. TestMinFunctorchOnly.test_network
  853. TestMinFunctorchOnly.test_order
  854. TestMinFunctorchOnly.test_order_keyword
  855. TestMinFunctorchOnly.test_parse
  856. TestMinFunctorchOnly.test_permute_orig
  857. TestMinFunctorchOnly.test_seg
  858. TestMinFunctorchOnly.test_simple
  859. TestMinFunctorchOnly.test_softmax_split
  860. TestMinFunctorchOnly.test_stack
  861. TestMinFunctorchOnly.test_with_dims_split
  862. TestMinMax.test_axis
  863. TestMinMax.test_scalar
  864. TestMisc.test_byteorder_check
  865. TestMisc.test_generalized_raise_multiloop
  866. TestMkldnnCPU.test_add_cpu
  867. TestMkldnnCPU.test_copy_cpu
  868. TestMkldnnCPU.test_mul_cpu
  869. TestMkldnnCPU.test_sigmoid_cpu
  870. TestMkldnnCPU.test_tanh_cpu
  871. TestModuleHookNN.test_hook_inplace
  872. TestMoveaxis.test_errors
  873. TestMultiDot.test_dynamic_programming_optimization_and_out
  874. TestMultiDot.test_three_arguments_and_out
  875. TestMultiDot.test_too_few_input_arrays
  876. TestMultiDot.test_two_arguments_and_out
  877. TestMultiprocessing.test_empty_shared
  878. TestMultiprocessing.test_fs_is_shared
  879. TestMultiprocessing.test_inherit_tensor
  880. TestMultiprocessing.test_is_shared
  881. TestNamedTensor.test_flatten
  882. TestNamedTensor.test_reduction_fns
  883. TestNamedTensor.test_set_names_property
  884. TestNamedTensor.test_transpose_variants
  885. TestNamedTensor.test_unary_propagate_names_fns
  886. TestNamedTensor.test_unflatten
  887. TestNamedTensor.test_using_unseen_interned_string_bumps_refcount_permanently
  888. TestNamedTensor.test_using_unseen_uninterned_string_refcounts
  889. TestNamedTuple.test_max
  890. TestNegative.test_exceptions
  891. TestNestedCheckpoint.test_nested_checkpoint_early_stop_False
  892. TestNestedCheckpoint.test_nested_checkpoint_early_stop_True
  893. TestNestedCheckpoint.test_nested_checkpoint_kwargs_early_stop_True
  894. TestNestedCheckpoint.test_nested_checkpoint_non_tensor_inputs_and_outputs_early_stop_True
  895. TestNestedCheckpoint.test_nested_checkpoint_reentrant_backwards_early_stop_True
  896. TestNestedCheckpoint.test_nested_checkpoint_same_graph_early_stop_True
  897. TestNestedCheckpoint.test_nested_checkpoint_set_early_stop
  898. TestNestedCheckpoint.test_nested_checkpoint_two_children_early_stop_False
  899. TestNestedCheckpoint.test_nested_checkpoint_two_children_early_stop_True
  900. TestNestedTensor.test_binary_recompiles
  901. TestNestedTensor.test_unbind
  902. TestNN.test_fb_fc_packed
  903. TestNN.test_linear_autograd_device_cuda_bias_weightCOO
  904. TestNN.test_linear_autograd_device_cuda_bias_weightCSC
  905. TestNN.test_linear_autograd_device_cuda_bias_weightCSR
  906. TestNN.test_linear_autograd_device_cuda_nobias_weightCOO
  907. TestNNDeviceTypeCPU.test_invalid_reduction_strings_cpu
  908. TestNNDeviceTypeCPU.test_module_to_empty_cpu_float32
  909. TestNNDeviceTypeCPU.test_module_to_empty_cpu_float64
  910. TestNNDeviceTypeCPU.test_nll_loss_byte_target_matches_long_cpu
  911. TestNNDeviceTypeCPU.test_threshold_inplace_overlap_cpu
  912. TestNNDeviceTypeCUDA.test_nll_loss_byte_target_matches_long_cuda
  913. TestNNParametrization.test_deepcopy_after_parametrization_swap_True
  914. TestNNParametrization.test_errors_unparametrized_tensor_parametrization_swap_True
  915. TestNNParametrization.test_initialization_parametrization_swap_True
  916. TestNNParametrization.test_new_spectral_norm_forward_swap_True
  917. TestNNParametrization.test_new_spectral_norm_swap_True
  918. TestNNParametrization.test_register_and_remove_buffer_parametrization_swap_True
  919. TestNNParametrization.test_register_and_remove_nested_parametrization_swap_True
  920. TestNNParametrization.test_register_and_remove_parametrization_swap_True
  921. TestNNParametrization.test_serialization_parametrization_swap_True
  922. TestNNParametrization.test_transfer_parametrizations_and_params_right_inverse_swap_True
  923. TestNNParametrization.test_transfer_parametrizations_and_params_swap_True
  924. TestNNParametrization.test_wrapper_subclass_parametrization_swap_True
  925. TestNNParametrizationDeviceCUDA.test_weight_norm_parametrization_swap_False_cuda
  926. TestNNParametrizationDeviceCUDA.test_weight_norm_parametrization_swap_True_cuda
  927. TestNonarrayArgs.test_dunder_round_edgecases_val_2147483647_ndigits_-1
  928. TestNonarrayArgs.test_dunder_round_edgecases_val_2147483647_ndigits_-10
  929. TestNonarrayArgs.test_dunder_round_edgecases_val_2147483647_ndigits_-9
  930. TestNonzeroAndCountNonzero.test_count_nonzero_axis
  931. TestNormDouble.test_axis
  932. TestNormDouble.test_bad_args
  933. TestNormDouble.test_matrix_2x2
  934. TestNormInt64.test_axis
  935. TestNormInt64.test_bad_args
  936. TestNormInt64.test_matrix_2x2
  937. TestNormSingle.test_axis
  938. TestNormSingle.test_bad_args
  939. TestNormSingle.test_matrix_2x2
  940. TestNumPyInteropCPU.test_numpy_non_writeable_cpu
  941. TestObserver.test_per_channel_observers
  942. TestObserver.test_per_tensor_observers
  943. TestOptimizations.test_example_inputs
  944. TestOptimizations.test_example_inputs_runtime_use
  945. TestOutDtypeOp.test_out_dtype_non_op_overload
  946. TestOutDtypeOp.test_out_dtype_wrong_output
  947. TestPadding.test_constant_padNd
  948. TestPasses.test_functionalize_inline_contraints
  949. TestPasses.test_views_op_having_view_copy
  950. TestPercentile.test_extended_axis_invalid
  951. TestPercentile.test_scalar_q
  952. TestPickle.test_pickle
  953. TestPoolingNN.test_MaxUnpool2d_output_size
  954. TestProfiler.test_concrete_inputs_profiling
  955. TestProfiler.test_export_stacks
  956. TestProfiler.test_flops
  957. TestProfiler.test_guarded_record_function_fast
  958. TestProfiler.test_high_level_trace
  959. TestProfiler.test_is_profiler_enabled
  960. TestProfiler.test_profiler_correlation_id
  961. TestProfiler.test_profiler_fwd_bwd_link
  962. TestProfiler.test_profiler_op_event_args
  963. TestProfiler.test_profiler_strides
  964. TestProfiler.test_profiler_tracing
  965. TestProfiler.test_source
  966. TestProfiler.test_source_multithreaded_basic_work_in_main_thread_True
  967. TestProfiler.test_source_multithreaded_close_in_scope_work_in_main_thread_True
  968. TestProfiler.test_source_multithreaded_complex_work_in_main_thread_True
  969. TestProfiler.test_source_multithreaded_multiple_preexisting_work_in_main_thread_True
  970. TestProfiler.test_source_multithreaded_open_in_scope_work_in_main_thread_True
  971. TestProfilerTree.test_profiler_experimental_tree_with_memory
  972. TestProfilerTree.test_profiler_experimental_tree_with_memory_and_stack
  973. TestProfilerTree.test_profiler_experimental_tree_with_record_function
  974. TestProfilerTree.test_profiler_experimental_tree_with_stack_and_torch_dispatch
  975. TestProfilerTree.test_profiler_experimental_tree_with_stack_and_torch_function
  976. TestPutAlongAxis.test_broadcast
  977. TestPutmask.test_byteorder_greater_False
  978. TestPutmask.test_byteorder_greater_True
  979. TestPutmask.test_record_array
  980. TestPythonAutograd.test_backwards2
  981. TestPythonAutograd.test_forwards1
  982. TestPythonAutograd.test_forwards2
  983. TestPythonAutograd.test_split
  984. TestPythonRegistration.test_finalizer
  985. TestQR.test_mode_raw
  986. TestQR.test_qr_empty_m_0_n_0
  987. TestQR.test_qr_empty_m_0_n_3
  988. TestQR.test_qr_empty_m_3_n_0
  989. TestQuantile.test_quantile_monotonic_method_averaged_inverted_cdf
  990. TestQuantile.test_quantile_monotonic_method_closest_observation
  991. TestQuantile.test_quantile_monotonic_method_hazen
  992. TestQuantile.test_quantile_monotonic_method_interpolated_inverted_cdf
  993. TestQuantile.test_quantile_monotonic_method_inverted_cdf
  994. TestQuantile.test_quantile_monotonic_method_median_unbiased
  995. TestQuantile.test_quantile_monotonic_method_normal_unbiased
  996. TestQuantile.test_quantile_monotonic_method_weibull
  997. TestQuantizedEmbeddingOps.test_embedding_bag_2d_indices
  998. TestQuantizedOps.test_custom_module_lstm
  999. TestQuantizedOps.test_max_pool2d_cudnn
  1000. TestQuantizedOps.test_qtanh
  1001. TestQuantizedTensor.test_choose_qparams
  1002. TestQuantizedTensor.test_choose_qparams_optimized
  1003. TestQuantizedTensor.test_decomposed_dequantize_per_tensor
  1004. TestQuantizedTensor.test_decomposed_quantize_per_tensor
  1005. TestQuantizedTensor.test_decomposed_quantize_per_tensor_bfloat16_input
  1006. TestQuantizedTensor.test_fp16_saturate_op
  1007. TestQuantizedTensor.test_qtensor_cpu
  1008. TestQuantizedTensor.test_quantize_per_channel_sub_byte
  1009. TestRecordFunction.test_datapipe_with_record_function
  1010. TestRecordFunction.test_datapipe_with_record_function_fork
  1011. TestRecordFunction.test_record_function
  1012. TestReductionsCPU.test_std_vs_numpy_cpu_complex128
  1013. TestReductionsCPU.test_std_vs_numpy_cpu_complex64
  1014. TestReductionsCPU.test_std_vs_numpy_cpu_float32
  1015. TestReductionsCPU.test_std_vs_numpy_cpu_float64
  1016. TestReductionsCPU.test_var_vs_numpy_cpu_complex128
  1017. TestReductionsCPU.test_var_vs_numpy_cpu_complex64
  1018. TestReductionsCPU.test_var_vs_numpy_cpu_float32
  1019. TestReductionsCPU.test_var_vs_numpy_cpu_float64
  1020. TestReductionsCPU.test_warn_invalid_degrees_of_freedom_cpu_complex128
  1021. TestReductionsCPU.test_warn_invalid_degrees_of_freedom_cpu_complex64
  1022. TestReductionsCPU.test_warn_invalid_degrees_of_freedom_cpu_float32
  1023. TestReductionsCPU.test_warn_invalid_degrees_of_freedom_cpu_float64
  1024. TestRequire.test_C_and_F_simul
  1025. TestRequire.test_require_each
  1026. TestRequire.test_unknown_requirement
  1027. TestRollaxis.test_exceptions
  1028. TestRot90.test_basic
  1029. TestScalarIndexing.test_invalid_newaxis
  1030. TestScalarIndexing.test_invalid_subscript
  1031. TestScalarIndexing.test_invalid_subscript_assignment
  1032. TestScalarTypeNames.test_names_reflect_attributes_t0
  1033. TestScalarTypeNames.test_names_reflect_attributes_t1
  1034. TestScalarTypeNames.test_names_reflect_attributes_t2
  1035. TestScalarTypeNames.test_names_reflect_attributes_t3
  1036. TestScalarTypeNames.test_names_reflect_attributes_t4
  1037. TestScalarTypeNames.test_names_reflect_attributes_t5
  1038. TestScalarTypeNames.test_names_reflect_attributes_t6
  1039. TestScalarTypeNames.test_names_reflect_attributes_t7
  1040. TestScalarTypeNames.test_names_reflect_attributes_t8
  1041. TestScalarTypeNames.test_names_reflect_attributes_t9
  1042. TestScript.test_conv_error
  1043. TestScript.test_empty_tuple_str
  1044. TestScript.test_error_stacktrace_interface
  1045. TestScript.test_infer_size
  1046. TestScript.test_is_scripting
  1047. TestScript.test_isinstance_dynamic
  1048. TestScript.test_method_overloading
  1049. TestScript.test_namedtuple_default_values_using_factory_constructor
  1050. TestScript.test_parse_nested_names
  1051. TestScript.test_parse_tensor_constants
  1052. TestScript.test_python_call
  1053. TestScript.test_script_pack_padded_sequence
  1054. TestScript.test_string_device_implicit_conversion
  1055. TestScript.test_torch_functional_tensordot_int
  1056. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_0_bfloat16_cpu_bfloat16
  1057. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_0_float16_cpu_float16
  1058. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_0_float32_cpu_float32
  1059. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_0_float64_cpu_float64
  1060. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_7_bfloat16_cpu_bfloat16
  1061. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_7_float16_cpu_float16
  1062. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_7_float32_cpu_float32
  1063. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_7_float64_cpu_float64
  1064. TestSerialization.test_serialization_dill
  1065. TestShapeOpsCUDA.test_flip_cuda_float32
  1066. TestSortComplex.test_sort_real_type_in_g_type_out_G
  1067. TestSplit.test_unequal_split
  1068. TestStackMisc.test_stack
  1069. TestStats.test_dtype_from_dtype
  1070. TestStats.test_out
  1071. TestSubclassSerialization.test_allowlist_for_weights_only
  1072. TestTake.test_raise
  1073. TestTakeAlongAxis.test_invalid
  1074. TestTEFuserDynamic.test_profiler
  1075. TestTEFuserDynamic.test_remove_output_used_only_in_size
  1076. TestTEFuserDynamic.test_to_dtype
  1077. TestTEFuserDynamic.test_torch_to
  1078. TestTEFuserStatic.test_inlined_optimized_graph
  1079. TestTEFuserStatic.test_profiler
  1080. TestTEFuserStatic.test_remove_output_used_only_in_size
  1081. TestTEFuserStatic.test_skip_grad_in_check
  1082. TestTEFuserStatic.test_to_dtype
  1083. TestTEFuserStatic.test_torch_to
  1084. TestTensorBoardUtils.test_numpy_vid_uint8
  1085. TestTensorCreationCPU.test_block_diag_cpu
  1086. TestTensorCreationCPU.test_constructor_dtypes_cpu
  1087. TestTensorProtoSummary.test_half_tensor_proto_bfloat16_proto_type_14
  1088. TestTensorProtoSummary.test_half_tensor_proto_float16_proto_type_19
  1089. TestTorch.test_cuda_not_built
  1090. TestTorch.test_map
  1091. TestTorch.test_new
  1092. TestTorch.test_parsing_intlist
  1093. TestTorch.test_type
  1094. TestTorch.test_upsample_nearest2d_meta
  1095. TestTorchbind.test_torchbind_inductor
  1096. TestTorchDeviceTypeCPU.test_broadcast_fn_add_cpu
  1097. TestTorchDeviceTypeCPU.test_broadcast_fn_addcdiv_cpu
  1098. TestTorchDeviceTypeCPU.test_broadcast_fn_addcmul_cpu
  1099. TestTorchDeviceTypeCPU.test_broadcast_fn_atan2_cpu
  1100. TestTorchDeviceTypeCPU.test_broadcast_fn_div_cpu
  1101. TestTorchDeviceTypeCPU.test_broadcast_fn_eq_cpu
  1102. TestTorchDeviceTypeCPU.test_broadcast_fn_fmod_cpu
  1103. TestTorchDeviceTypeCPU.test_broadcast_fn_ge_cpu
  1104. TestTorchDeviceTypeCPU.test_broadcast_fn_gt_cpu
  1105. TestTorchDeviceTypeCPU.test_broadcast_fn_le_cpu
  1106. TestTorchDeviceTypeCPU.test_broadcast_fn_lerp_cpu
  1107. TestTorchDeviceTypeCPU.test_broadcast_fn_lt_cpu
  1108. TestTorchDeviceTypeCPU.test_broadcast_fn_masked_fill_cpu
  1109. TestTorchDeviceTypeCPU.test_broadcast_fn_masked_scatter_cpu
  1110. TestTorchDeviceTypeCPU.test_broadcast_fn_mul_cpu
  1111. TestTorchDeviceTypeCPU.test_broadcast_fn_ne_cpu
  1112. TestTorchDeviceTypeCPU.test_broadcast_fn_pow_cpu
  1113. TestTorchDeviceTypeCPU.test_broadcast_fn_remainder_cpu
  1114. TestTorchDeviceTypeCPU.test_broadcast_fn_sub_cpu
  1115. TestTorchDeviceTypeCPU.test_deterministic_empty_cpu_uint64
  1116. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool1d_cpu_float32
  1117. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool1d_cpu_float64
  1118. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool2d_cpu_float32
  1119. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool2d_cpu_float64
  1120. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool3d_cpu_float32
  1121. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool3d_cpu_float64
  1122. TestTorchFunctionMode.test_mode_notimplemented_loop
  1123. TestTorchFunctionMode.test_modes_return_notimplemented
  1124. TestTorchFunctionMode.test_nested_modes_with_python_has_torch_function
  1125. TestTorchFunctionOverride.test_Tensor___cuda_array_interface_____get__
  1126. TestTorchTidyProfiler.test_allocation_id_uniqueness
  1127. TestTorchTidyProfiler.test_allocation_ids
  1128. TestTorchTidyProfiler.test_allocation_ids_with_other_ops
  1129. TestTorchTidyProfiler.test_allocations
  1130. TestTorchTidyProfiler.test_extra_fields
  1131. TestTorchTidyProfiler.test_impl_reuse
  1132. TestTorchTidyProfiler.test_mkldnn_tensors
  1133. TestTorchTidyProfiler.test_module_and_optimizer_ids
  1134. TestTorchTidyProfiler.test_nnmodule_params
  1135. TestTorchTidyProfiler.test_pointers_and_ids
  1136. TestTorchTidyProfiler.test_scalar_ins
  1137. TestTorchTidyProfiler.test_tensor_lists
  1138. TestTorchTidyProfiler.test_tensor_properties
  1139. TestTorchTidyProfiler.test_tensorimpl_invalidation_full
  1140. TestTorchTidyProfiler.test_tensorimpl_invalidation_keep_alive
  1141. TestTorchTidyProfiler.test_tensorimpl_invalidation_scalar_args
  1142. TestTorchTidyProfiler.test_tensorimpl_invalidation_set
  1143. TestTrilIndicesFrom.test_exceptions
  1144. TestTriuIndicesFrom.test_exceptions
  1145. TestTypeHints.test_doc_examples
  1146. TestTypePromotionCPU.test_alpha_mismatch_cpu
  1147. TestTypePromotionCPU.test_alternate_result_cpu
  1148. TestUnflatten.test_unflatten_container_type
  1149. TestUnique.test_unique_axis
  1150. TestUnique.test_unique_axis_errors
  1151. TestUtils.test_get_fqn_to_example_inputs_complex_args
  1152. TestUtils.test_get_fqn_to_example_inputs_default_kwargs
  1153. TestUtils.test_get_fqn_to_example_inputs_simple
  1154. TestVerifyCorrectness.test_incorrect_verify_true
  1155. TestVerifyCorrectness.test_torchscript
  1156. TestVmapAPI.test_fallback_does_not_warn_by_default
  1157. TestVmapAPI.test_fallback_warns_when_warnings_are_enabled
  1158. TestVmapAPI.test_out_dim_out_of_bounds_err_msg
  1159. TestVmapOperators.test_new_empty_strided
  1160. TestVsplit.test_0D_array
  1161. TestVsplit.test_1D_array
  1162. TestVsplit.test_non_iterable
  1163. TestVstack.test_empty_input
  1164. TestVstack.test_non_iterable
  1165. TestWhere.test_error
  1166. TraceRuleTests.test_skipfiles_inlinelist
  1167. UnspecTests.test_builtin_max_min
  1168. UnspecTests.test_conv1d_symint_padding
  1169. UnspecTests.test_isinstance_symint
  1170. UnspecTests.test_mark_01_dynamic
  1171. UnspecTests.test_no_recompilations
  1172. UnspecTests.test_no_recompiles
  1173. UnspecTests.test_propagate_dynamic_dim
  1174. UnspecTests.test_use_and_specialize