tree: 151c8ea5ffa1a7f835fbf01d952474639b1ff096 [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. PublicTorchCompilerTests.test_dynamo_signatures
  325. RecompileTests.test_aliasing_guard_failures_with_globals
  326. RecompileTests.test_automatic_dynamic_reduce_recompiles
  327. RecompileTests.test_automatic_dynamic_tensor_scalar_change
  328. RecompileTests.test_dynamic_shape_parameter_recompile
  329. RecompileTests.test_recompiles_true_false_flop
  330. RecompileUxTests.test_mismatched_type
  331. RecompileUxTests.test_verbose_tensor_check
  332. ReproTests.test_add_sub_alpha_out
  333. ReproTests.test_addr_alpha_beta_out
  334. ReproTests.test_boxes_len
  335. ReproTests.test_chunk_reformer_ff
  336. ReproTests.test_convert_boxes_to_pooler_format
  337. ReproTests.test_create_rand_mask_from_inputs
  338. ReproTests.test_do_paste_mask
  339. ReproTests.test_dynamic_shapes_float_guard
  340. ReproTests.test_dynamic_shapes_implicit_guard
  341. ReproTests.test_empty_list_contains_with_jump
  342. ReproTests.test_function_in_skipfiles
  343. ReproTests.test_functools_wraps
  344. ReproTests.test_hf_t5_forward
  345. ReproTests.test_hf_xsoftmax_training
  346. ReproTests.test_issue175
  347. ReproTests.test_jit_trace_errors
  348. ReproTests.test_list_aliasing
  349. ReproTests.test_list_self_reference
  350. ReproTests.test_longformer_chunk
  351. ReproTests.test_merge_criteria_processor_list1
  352. ReproTests.test_merge_criteria_processor_list2
  353. ReproTests.test_module_in_skipfiles
  354. ReproTests.test_multi_import
  355. ReproTests.test_negative_shape_guard
  356. ReproTests.test_numpy_not_ndarray_recompiles
  357. ReproTests.test_recursive_map
  358. ReproTests.test_reformer_eval
  359. ReproTests.test_reformer_min_chunk_len
  360. ReproTests.test_reformer_sorting
  361. ReproTests.test_relative_import
  362. ReproTests.test_relative_import_no_modulename
  363. ReproTests.test_restricted_list_subclass1
  364. ReproTests.test_rewrite_assert_noop
  365. ReproTests.test_rewrite_assert_with_msg
  366. ReproTests.test_rewrite_assert_with_non_string_msg
  367. ReproTests.test_seq_append_list
  368. ReproTests.test_size_typematch
  369. ReproTests.test_tensor_data_kwarg
  370. ReproTests.test_threading_local
  371. ReproTests.test_validate_model_kwargs
  372. RetraceExportTestDynamismExpression.test_export_inline_constraints_retraceability
  373. RetraceExportTestExport.test_cond_with_module_stack_export_with_retraceability
  374. RetraceExportTestExport.test_constrain_size_in_eager_retraceability
  375. RetraceExportTestExport.test_constrain_size_with_constrain_value_retraceability
  376. RetraceExportTestExport.test_constrain_size_with_various_cases_retraceability
  377. RetraceExportTestExport.test_nn_module_stack_retraceability
  378. RetraceExportTestExport.test_nn_module_stack_shared_submodule_retraceability
  379. RetraceExportTestExport.test_non_strict_dynamic_shapes_retraceability
  380. RetraceExportTestExport.test_non_strict_dynamic_shapes_suggested_fixes_retraceability
  381. SerDesExportTestDynamismExpression.test_export_inline_constraints_serdes
  382. SerDesExportTestExport.test_basic_non_strict_fake_tensor_serdes
  383. SerDesExportTestExport.test_basic_non_strict_real_tensor_serdes
  384. SerDesExportTestExport.test_cond_with_module_stack_export_with_serdes
  385. SerDesExportTestExport.test_constrain_size_in_eager_serdes
  386. SerDesExportTestExport.test_constrain_size_with_constrain_value_serdes
  387. SerDesExportTestExport.test_constrain_size_with_various_cases_serdes
  388. SerDesExportTestExport.test_external_call_non_strict_real_tensor_serdes
  389. SerDesExportTestExport.test_nn_module_stack_serdes
  390. SerDesExportTestExport.test_nn_module_stack_shared_submodule_serdes
  391. SerDesExportTestExport.test_non_strict_dynamic_shapes_serdes
  392. SerDesExportTestExport.test_non_strict_dynamic_shapes_suggested_fixes_serdes
  393. SkipNonTensorTests.test_add_tensor1
  394. SkipNonTensorTests.test_add_tensor2
  395. SkipNonTensorTests.test_add_tensor_dict
  396. SkipNonTensorTests.test_add_tensor_list
  397. SkipNonTensorTests.test_do_not_skip_side_effects
  398. SkipNonTensorTests.test_recursive_list
  399. SubclassTests.test_compile_higher_order_with_functionalization
  400. SubclassTests.test_compile_with_functionalization
  401. SubclassTests.test_torch_function_state_guards
  402. SubclassTests.test_wrapper_subclass_guards_on_inner_tensor
  403. SubclassTests.test_wrapper_subclass_with_differently_sized_inner_tensor
  404. SubclassTests.test_wrapper_subclass_with_same_sized_inner_tensor
  405. SubGraphTests.test_dynamic_duck_size
  406. SubGraphTests.test_dynamic_getitem
  407. SubGraphTests.test_dynamic_kwarg
  408. SubGraphTests.test_dynamic_order_dependence
  409. SubGraphTests.test_dynamic_zero_inference
  410. SubGraphTests.test_enumerate_not_break_graph
  411. SubGraphTests.test_no_graph_break_on_item
  412. TestAnalyze.test_trace_dependencies
  413. TestAOTAutograd.test_default_partitioner_saves_symints_not_tensors_for_bw
  414. TestAOTAutograd.test_dupe_arg_torture
  415. TestAOTAutograd.test_input_aliased_with_mutation_output_alias
  416. TestAOTAutograd.test_input_data_and_metadata_mutation
  417. TestAOTAutograd.test_input_data_and_metadata_mutation_aliases_other_input
  418. TestAOTAutograd.test_input_mutation_alias_everything
  419. TestAOTAutograd.test_input_mutation_aliases_and_none_require_gradients
  420. TestAOTAutograd.test_input_mutation_aliases_and_output_alias
  421. TestAOTAutograd.test_input_mutation_aliases_bases_out_of_order
  422. TestAOTAutograd.test_input_mutation_and_output_view
  423. TestAOTAutograd.test_input_mutation_false_aliasing
  424. TestAOTAutograd.test_input_mutation_is_output
  425. TestAOTAutograd.test_input_mutation_metadata
  426. TestAOTAutograd.test_input_mutation_noncontiguous
  427. TestAOTAutograd.test_input_mutation_output_view_multiple
  428. TestAOTAutograd.test_input_mutation_set__input_mutation
  429. TestAOTAutograd.test_input_mutation_set__nop
  430. TestAOTAutograd.test_input_output_view_metadata_mutate_multiple
  431. TestAOTAutograd.test_input_output_view_mutate_multiple
  432. TestAOTAutograd.test_input_output_view_simple
  433. TestAOTAutograd.test_invalid_dupe
  434. TestAOTAutograd.test_invalid_dupe_fake
  435. TestAOTAutograd.test_invalid_dupe_left_bias
  436. TestAOTAutograd.test_new_inp_requires_grad_now
  437. TestAOTAutograd.test_output_aliases_input_multi_output_view
  438. TestAOTAutograd.test_output_aliases_intermediate_and_returned
  439. TestAOTAutograd.test_output_aliases_intermediate_and_returned_different_grad
  440. TestAOTAutograd.test_output_aliases_intermediate_and_returned_flipped
  441. TestAOTAutograd.test_output_aliases_intermediate_multi_output_view
  442. TestAOTAutograd.test_output_aliases_intermediate_multiple
  443. TestAOTAutograd.test_output_aliases_intermediate_multiple_mixed
  444. TestAOTAutograd.test_output_aliases_intermediate_returned_multiple_times
  445. TestAOTAutograd.test_output_aliases_multiple_inputs_get_correct_one
  446. TestAOTAutograd.test_output_all_alias_types
  447. TestAOTAutograd.test_output_dict
  448. TestAOTAutograd.test_output_op_depending_on_symint
  449. TestAOTAutograd.test_outputs_are_aliased
  450. TestAOTAutograd.test_set__and_data_mutation_bad
  451. TestAOTAutograd.test_set__and_data_mutation_good
  452. TestAOTAutograd.test_some_output_requires_grad_input_doesnt
  453. TestAOTAutograd.test_some_outputs_dont_require_grad_non_view
  454. TestAOTAutograd.test_some_outputs_dont_require_grad_view
  455. TestAOTAutograd.test_view_and_inplace_view
  456. TestAOTAutograd.test_view_detach
  457. TestAOTDispatch.test_aot_dispatch_input_mutation
  458. TestAOTDispatch.test_aot_dispatch_input_mutation_and_output_alias
  459. TestAOTDispatch.test_aot_dispatch_output_alias
  460. TestAOTDispatch.test_aot_dispatch_simple
  461. TestApplyAlongAxis.test_0d_array
  462. TestApplyAlongAxis.test_axis_insertion
  463. TestApplyAlongAxis.test_scalar_array
  464. TestArange.test_infinite
  465. TestArange.test_nan_step
  466. TestArange.test_require_range
  467. TestArange.test_zero_step
  468. TestArgmax.test_combinations_data62
  469. TestArgmax.test_combinations_data63
  470. TestArgmax.test_combinations_data65
  471. TestArgmax.test_combinations_data66
  472. TestArrayAttributeDeletion.test_multiarray_not_writable_attributes_deletion
  473. TestArrayAttributeDeletion.test_multiarray_writable_attributes_deletion
  474. TestArrayConstruction.test_array_empty
  475. TestArrayCreationCopyArgument.test_scalars
  476. TestArrayCreationCopyArgument.test_striding_not_ok
  477. TestArrayFromScalar.test_integers_np_byte_np_longlong
  478. TestArrayFromScalar.test_integers_np_int__np_longlong
  479. TestArrayFromScalar.test_integers_np_intc_np_longlong
  480. TestArrayFromScalar.test_integers_np_longlong_np_longlong
  481. TestArrayFromScalar.test_integers_np_longlong_t26
  482. TestArrayFromScalar.test_integers_np_short_np_longlong
  483. TestArrayFromScalar.test_integers_t15_np_longlong
  484. TestArraySplit.test_integer_0_split
  485. TestAsArrayCPU.test_copy_list_cpu_bfloat16
  486. TestAsArrayCPU.test_copy_list_cpu_bool
  487. TestAsArrayCPU.test_copy_list_cpu_complex128
  488. TestAsArrayCPU.test_copy_list_cpu_complex64
  489. TestAsArrayCPU.test_copy_list_cpu_float16
  490. TestAsArrayCPU.test_copy_list_cpu_float32
  491. TestAsArrayCPU.test_copy_list_cpu_float64
  492. TestAsArrayCPU.test_copy_list_cpu_int16
  493. TestAsArrayCPU.test_copy_list_cpu_int32
  494. TestAsArrayCPU.test_copy_list_cpu_int64
  495. TestAsArrayCPU.test_copy_list_cpu_int8
  496. TestAsArrayCPU.test_copy_list_cpu_uint8
  497. TestAssignment.test_assignment_broadcasting
  498. TestAttributes.test_fill_max_uint64
  499. TestAttributes.test_fill_readonly
  500. TestAttributes.test_fill_struct_array
  501. TestAttributes.test_set_stridesattr
  502. TestAttributes.test_stridesattr
  503. TestAutograd.test_access_saved_tensor_twice_without_recomputation_works
  504. TestAutograd.test_anomaly_mode_no_check_nan
  505. TestAutograd.test_autograd_simple_views_python
  506. TestAutograd.test_autograd_views_codegen
  507. TestAutograd.test_backward_with_inputs
  508. TestAutograd.test_checkpoint_detects_non_determinism
  509. TestAutograd.test_checkpointing_non_reentrant_autocast_cpu
  510. TestAutograd.test_checkpointing_without_reentrant_custom_function_works
  511. TestAutograd.test_checkpointing_without_reentrant_with_context_fn
  512. TestAutograd.test_custom_autograd_no_early_free
  513. TestAutograd.test_custom_autograd_repeated_grad_grad
  514. TestAutograd.test_custom_function_cycle
  515. TestAutograd.test_custom_function_forward_mode_forward_is_no_op
  516. TestAutograd.test_custom_function_forward_mode_inplace_checks
  517. TestAutograd.test_custom_function_forward_mode_view_checks
  518. TestAutograd.test_custom_function_forward_mode_wrong_formula
  519. TestAutograd.test_custom_function_non_tensor_inputs_outputs
  520. TestAutograd.test_custom_function_save_for_forward
  521. TestAutograd.test_custom_function_saved_tensors
  522. TestAutograd.test_gradcheck_backward_mul_by_grad_output
  523. TestAutograd.test_gradcheck_check_forward_or_backward_only
  524. TestAutograd.test_gradcheck_forward_ad
  525. TestAutograd.test_gradcheck_forward_ad_batched_grad
  526. TestAutograd.test_gradcheck_nondeterministic
  527. TestAutograd.test_hook_closure_cycle_use_custom_function_True_use_tensor_hook_False
  528. TestAutograd.test_hook_none
  529. TestAutograd.test_nested_anomaly_detect_nan
  530. TestAutograd.test_nested_anomaly_printstack_cleanup
  531. TestAutograd.test_profiler
  532. TestAutograd.test_profiler_aggregation_table
  533. TestAutograd.test_profiler_propagation
  534. TestAutograd.test_profiler_seq_nr
  535. TestAutograd.test_profiler_shapes
  536. TestAutograd.test_record_function
  537. TestAutograd.test_record_function_callbacks
  538. TestAutograd.test_record_function_legacy
  539. TestAutograd.test_return_duplicate
  540. TestAutograd.test_return_duplicate_inplace
  541. TestAutograd.test_save_on_cpu_and_checkpoint
  542. TestAutograd.test_saved_tensor_hooks_custom_function_intermediates
  543. TestAutograd.test_set_grad_coroutines
  544. TestAutograd.test_set_grad_coroutines_exit
  545. TestAutograd.test_set_grad_generator_functions
  546. TestAutograd.test_set_grad_generator_functions_recursive
  547. TestAutograd.test_setitem
  548. TestAutograd.test_setitem_mask
  549. TestAutograd.test_sparse_mm_backward
  550. TestAutograd.test_version_counter
  551. TestAutogradDeviceTypeCPU.test_inplace_on_view_modify_base_cpu
  552. TestAutogradDeviceTypeCPU.test_inplace_on_view_python_cpu
  553. TestAutogradForwardMode.test_create_new_zeros_with_same_meta
  554. TestAutogradForwardMode.test_detach_view_tracking
  555. TestAutogradForwardMode.test_forward_level_cleanup
  556. TestAutogradFunctionCPU.test_once_differentiable_autograd_vjp_cpu
  557. TestAutogradInferenceMode.test_inference_mode_decorator
  558. TestAutogradInferenceMode.test_inference_mode_inf_tensor_in_inf_mode_inplace_op
  559. TestAutogradLogging.test_logging
  560. TestBaseMath.test_lower_align
  561. TestBaseSparsifier.test_state_dict
  562. TestBaseStructuredSparsifier.test_constructor
  563. TestBaseStructuredSparsifier.test_prepare_conv2d
  564. TestBaseStructuredSparsifier.test_prepare_linear
  565. TestBaseStructuredSparsifier.test_step_linear
  566. TestBincount.test_with_incorrect_minlength
  567. TestBitsCPU.test_cat_cpu
  568. TestBool.test_sum_2
  569. TestBooleanIndexing.test_bool_as_int_argument_errors
  570. TestBooleanIndexing.test_boolean_indexing_weirdness
  571. TestBroadcast.test_broadcast_error_kwargs
  572. TestBroadcast.test_broadcast_single_arg
  573. TestBufferProtocolCPU.test_byte_to_int_cpu
  574. TestClip.test_clip_func_takes_out
  575. TestClip.test_simple_complex
  576. TestClip.test_simple_int32_inout_casting_unsafe
  577. TestColumnStack.test_non_iterable
  578. TestCommonPass.test_correctness_CSEPass_Mutation_cpu
  579. TestCommonPass.test_correctness_CSEPass_MutationInput_cpu
  580. TestCommonPass.test_correctness_CSEPass_MutationMetadata_cpu
  581. TestCommonPass.test_correctness_CSEPass_MutationTorchTensorCall_cpu
  582. TestCommonPass.test_correctness_CSEPass_ReturnList_cpu
  583. TestCommonPass.test_correctness_CSEPass_TakeList_cpu
  584. TestCommonPass.test_correctness_factory_CSEPass_FactoryFunctionCall_cpu
  585. TestCommonPass.test_correctness_factory_CSEPass_MutationFactory_cpu
  586. TestCompileTransformsCPU.test_compile_vmap_hessian_cpu
  587. TestComposability.test_convert_without_squash_mask
  588. TestComposability.test_fusion_before_s_prep
  589. TestComposability.test_q_prep_before_s_prep
  590. TestComposability.test_qat_prep_before_s_prep
  591. TestComposability.test_s_prep_before_fusion
  592. TestComposability.test_s_prep_before_q_prep
  593. TestComposability.test_s_prep_before_qat_prep
  594. TestComposabilityCPU.test_make_fx_vjp_cpu
  595. TestComposabilityCPU.test_vjp_grad_cpu
  596. TestComposabilityCPU.test_vjp_vjp_cpu
  597. TestComposabilityCPU.test_vjp_vmap_cpu
  598. TestComposabilityCPU.test_vmap_vjp_cpu
  599. TestConcatenate.test_bad_out_shape
  600. TestConcatenate.test_concatenate
  601. TestConcatenate.test_exceptions
  602. TestConcatenate.test_large_concatenate_axis_None
  603. TestCond.test_empty_sq_cases
  604. TestCond.test_sq_cases
  605. TestConstant.test_check_constant_float3
  606. TestConstant.test_check_constant_pad_2d
  607. TestContentStoreCPU.test_repeated_hash_cpu
  608. TestControlFlow.test_map_autograd_nested_list
  609. TestControlFlow.test_map_autograd_no_grad_output
  610. TestControlFlow.test_map_dict_in_out
  611. TestControlFlow.test_map_list_in_out
  612. TestControlFlowTraced.test_map_functionalized
  613. TestControlFlowTraced.test_map_functionalized_aot_func
  614. TestControlFlowTraced.test_nested_cond_map_cond_symbolic
  615. TestControlFlowTraced.test_nested_map_cond_real
  616. TestControlFlowTraced.test_nested_map_cond_symbolic
  617. TestControlFlowTraced.test_tracing_map_autograd_aot_functionalized
  618. TestControlFlowTraced.test_tracing_map_autograd_symbolic_dict
  619. TestControlFlowTraced.test_tracing_map_autograd_symbolic_list
  620. TestControlFlowTraced.test_tracing_map_autograd_symbolic_simple
  621. TestControlFlowTraced.test_tracing_map_real
  622. TestControlFlowTraced.test_tracing_map_symbolic_dict
  623. TestControlFlowTraced.test_tracing_map_symbolic_list
  624. TestControlFlowTraced.test_tracing_map_symbolic_simple
  625. TestConversion.test_to_int_scalar
  626. TestConvolutionNN.test_Conv2d_missing_argument
  627. TestCov.test_aweights
  628. TestCov.test_fweights
  629. TestCppExtensionJIT.test_cpp_frontend_module_has_same_output_as_python
  630. TestCppExtensionJIT.test_cpp_frontend_module_has_up_to_date_attribute
  631. TestCppExtensionJIT.test_cpp_frontend_module_has_up_to_date_attributes
  632. TestCppExtensionOpenRgistration.test_open_device_registration
  633. TestCross.test_broadcasting_shapes
  634. TestCustomBackendAPI.test_aot_autograd_api
  635. TestCustomBackendAPI.test_lookup_backend
  636. TestCustomBackendAPI.test_register_backend_api
  637. TestCustomOp.test_impl_device_cpu
  638. TestCustomOp.test_impl_device_function
  639. TestCustomOp.test_legacy_define
  640. TestCustomOpTestingCPU.test_missing_functionalization_cpu
  641. TestDelete.test_slices
  642. TestDeserialize.test_tensor_tensor_list
  643. TestDiag.test_failure
  644. TestDiff.test_append
  645. TestDiff.test_axis
  646. TestDiff.test_n
  647. TestDiff.test_prepend
  648. TestDistributionShapes.test_mixture_same_family_shape
  649. TestDLPack.test_dlpack_device
  650. TestDLPack.test_dtype_passthrough_dtype0
  651. TestDLPack.test_dtype_passthrough_dtype1
  652. TestDLPack.test_dtype_passthrough_dtype2
  653. TestDLPack.test_dtype_passthrough_dtype3
  654. TestDLPack.test_dtype_passthrough_dtype4
  655. TestDLPack.test_dtype_passthrough_dtype5
  656. TestDLPack.test_dtype_passthrough_dtype6
  657. TestDLPack.test_dtype_passthrough_dtype7
  658. TestDLPack.test_dtype_passthrough_dtype8
  659. TestDLPack.test_dtype_passthrough_dtype9
  660. TestDLPack.test_dunder_dlpack_refcount
  661. TestDLPack.test_from_dlpack_refcount
  662. TestDLPack.test_from_torch
  663. TestDLPack.test_higher_dims_ndim_0
  664. TestDLPack.test_higher_dims_ndim_1
  665. TestDLPack.test_higher_dims_ndim_10
  666. TestDLPack.test_higher_dims_ndim_11
  667. TestDLPack.test_higher_dims_ndim_12
  668. TestDLPack.test_higher_dims_ndim_13
  669. TestDLPack.test_higher_dims_ndim_14
  670. TestDLPack.test_higher_dims_ndim_15
  671. TestDLPack.test_higher_dims_ndim_16
  672. TestDLPack.test_higher_dims_ndim_17
  673. TestDLPack.test_higher_dims_ndim_18
  674. TestDLPack.test_higher_dims_ndim_19
  675. TestDLPack.test_higher_dims_ndim_2
  676. TestDLPack.test_higher_dims_ndim_20
  677. TestDLPack.test_higher_dims_ndim_21
  678. TestDLPack.test_higher_dims_ndim_22
  679. TestDLPack.test_higher_dims_ndim_23
  680. TestDLPack.test_higher_dims_ndim_24
  681. TestDLPack.test_higher_dims_ndim_25
  682. TestDLPack.test_higher_dims_ndim_26
  683. TestDLPack.test_higher_dims_ndim_27
  684. TestDLPack.test_higher_dims_ndim_28
  685. TestDLPack.test_higher_dims_ndim_29
  686. TestDLPack.test_higher_dims_ndim_3
  687. TestDLPack.test_higher_dims_ndim_30
  688. TestDLPack.test_higher_dims_ndim_31
  689. TestDLPack.test_higher_dims_ndim_32
  690. TestDLPack.test_higher_dims_ndim_4
  691. TestDLPack.test_higher_dims_ndim_5
  692. TestDLPack.test_higher_dims_ndim_6
  693. TestDLPack.test_higher_dims_ndim_7
  694. TestDLPack.test_higher_dims_ndim_8
  695. TestDLPack.test_higher_dims_ndim_9
  696. TestDLPack.test_ndim0
  697. TestDLPack.test_non_contiguous
  698. TestDropoutNN.test_invalid_dropout_p
  699. TestDsplit.test_0D_array
  700. TestDsplit.test_1D_array
  701. TestDsplit.test_2D_array
  702. TestDsplit.test_non_iterable
  703. TestDstack.test_non_iterable
  704. TestDynamicQuantizedOps.test_qlinear
  705. TestDynamismExpression.test_export_inline_constraints
  706. TestEigh.test_invalid
  707. TestEigvalsh.test_invalid
  708. TestExamplesCorrectnessCPU.test_resnet18_per_sample_grads_mechanism_functional_call_cpu
  709. TestExamplesCorrectnessCPU.test_resnet18_per_sample_grads_mechanism_make_functional_cpu
  710. TestExpandDims.test_axis_out_of_range
  711. TestExpandDims.test_repeated_axis
  712. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_conv1d_cpu_float64
  713. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_conv2d_cpu_float64
  714. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_conv3d_cpu_float64
  715. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_group_norm_cpu_float64
  716. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_instance_norm_cpu_float64
  717. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_mean_nn_functional_layer_norm_cpu_float64
  718. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_conv1d_cpu_float64
  719. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_conv2d_cpu_float64
  720. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_conv3d_cpu_float64
  721. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_group_norm_cpu_float64
  722. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_instance_norm_cpu_float64
  723. TestExpandedWeightFunctionalCPU.test_expanded_weight_per_sample_grad_sum_nn_functional_layer_norm_cpu_float64
  724. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv1d_cpu_float64
  725. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv2d_cpu_float64
  726. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv3d_cpu_float64
  727. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_group_norm_cpu_float64
  728. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_instance_norm_cpu_float64
  729. TestExpandedWeightFunctionalCPU.test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_layer_norm_cpu_float64
  730. TestExperiment.test_with_buffer_as_submodule
  731. TestExperimentalUtils.test_profiler_name_pattern
  732. TestExperimentalUtils.test_profiler_optimizer_single_tensor_pattern
  733. TestExperimentalUtils.test_profiler_pattern_match_helper
  734. TestExperimentalUtils.test_profiler_pattern_matcher_json_report
  735. TestExperimentalUtils.test_profiler_synchronized_dataloader_pattern
  736. TestExperimentalUtils.test_utils_compute_queue_depth_when_no_cuda_events
  737. TestExperimentalUtils.test_utils_compute_self_time
  738. TestExport.test_basic_non_strict_fake_tensor
  739. TestExport.test_basic_non_strict_real_tensor
  740. TestExport.test_cond_with_module_stack_export_with
  741. TestExport.test_constrain_size_in_eager
  742. TestExport.test_constrain_size_with_constrain_value
  743. TestExport.test_constrain_size_with_various_cases
  744. TestExport.test_external_call_non_strict_real_tensor
  745. TestExport.test_nn_module_stack
  746. TestExport.test_nn_module_stack_shared_submodule
  747. TestExport.test_non_strict_dynamic_shapes
  748. TestExport.test_non_strict_dynamic_shapes_suggested_fixes
  749. TestFakeQuantizeOps.test_backward_per_channel
  750. TestFakeQuantizeOps.test_backward_per_tensor
  751. TestFakeQuantizeOps.test_learnable_backward_per_channel_cpu
  752. TestFakeQuantizeOps.test_learnable_backward_per_channel_cuda
  753. TestFakeQuantizeOps.test_learnable_backward_per_tensor_cuda
  754. TestFakeQuantizeOps.test_learnable_forward_per_channel_cuda
  755. TestFakeQuantizeOps.test_learnable_forward_per_tensor_cpu
  756. TestFakeQuantizeOps.test_learnable_forward_per_tensor_cuda
  757. TestFakeSparsity.test_jit_trace
  758. TestFakeSparsity.test_masking_logic
  759. TestFlag.test_writeable_from_readonly
  760. TestFlip.test_axes
  761. TestFliplr.test_basic
  762. TestFloatNonIntegerArgument.test_non_integer_argument_errors
  763. TestFloatNonIntegerArgument.test_reduce_axis_float_index
  764. TestFromBuffer.test_basic_little_dtype0
  765. TestFromBuffer.test_basic_little_dtype1
  766. TestFromBuffer.test_basic_little_dtype2
  767. TestFromBuffer.test_empty
  768. TestFunctionalizeCPU.test_multioutput_view_cpu
  769. TestFunctionalizeCPU.test_simple_view_cpu
  770. TestFunctors.test_cat_transform
  771. TestFunctors.test_cat_transform_non_uniform
  772. TestFX.test_custom_traceback_raised_when_exception_source_is_graphmodule
  773. TestFX.test_immutable_dict_pytree_ops
  774. TestFX.test_immutable_list_pytree_ops
  775. TestFX.test_pytree_concrete
  776. TestFXAPIBackwardCompatibility.test_public_api_surface
  777. TestFxComposability.test_q_prep_fx_before_s_prep
  778. TestFxComposability.test_q_prep_fx_s_prep_ref_conv
  779. TestFxComposability.test_s_prep_before_q_prep_fx
  780. TestFxComposability.test_s_prep_before_qat_prep_fx
  781. TestFxComposability.test_s_prep_q_prep_fx_ref
  782. TestFXGraphMatcherModels.test_mobilenet_v2_qat
  783. TestGenerateNumericDebugHandle.test_quantize_pt2e_preserve_handle
  784. TestGenerateOpcheckTests.test_opcheck_bad_op
  785. TestGenericCumSumProd.test_bad_axis_func0
  786. TestGenericCumSumProd.test_bad_axis_func1
  787. TestGenericPytree.test_flatten_unflatten_deque_cxx
  788. TestGenericPytree.test_flatten_unflatten_deque_py
  789. TestGenericReductions.test_bad_axis_func0
  790. TestGenericReductions.test_bad_axis_func1
  791. TestGenericReductions.test_bad_axis_func10
  792. TestGenericReductions.test_bad_axis_func11
  793. TestGenericReductions.test_bad_axis_func2
  794. TestGenericReductions.test_bad_axis_func3
  795. TestGenericReductions.test_bad_axis_func4
  796. TestGenericReductions.test_bad_axis_func5
  797. TestGenericReductions.test_bad_axis_func6
  798. TestGenericReductions.test_bad_axis_func7
  799. TestGenericReductions.test_bad_axis_func8
  800. TestGenericReductions.test_bad_axis_func9
  801. TestGradCheckOverride.test_gradcheck
  802. TestGradient.test_badargs
  803. TestGradient.test_second_order_accurate
  804. TestGradient.test_specific_axes
  805. TestGradient.test_values
  806. TestGradNewOnesOverride.test_newones
  807. TestGradTransformCPU.test_grad_of_vjp_composition_cpu
  808. TestGradTransformCPU.test_no_grad_outside_vjp_cpu
  809. TestGradTransformCPU.test_no_grad_outside_vjp_fn_cpu
  810. TestGradTransformCPU.test_no_grad_outside_vjp_only_cpu
  811. TestGradTransformCPU.test_unrelated_vjp_cpu
  812. TestGradTransformCPU.test_unrelated_vjp_multiple_inputs_outputs_cpu
  813. TestGradTransformCPU.test_vjp_aux_pytree_cpu
  814. TestGradTransformCPU.test_vjp_cpu
  815. TestGradTransformCPU.test_vjp_of_grad_composition_cpu
  816. TestGradTransformCPU.test_vjp_pytree_input_cpu
  817. TestGradTransformCPU.test_vjp_pytree_output_cpu
  818. TestGradTransformCPU.test_vjp_two_outputs_cpu
  819. TestGraph.test_traverse_circular_datapipe
  820. TestGraph.test_traverse_unhashable_datapipe
  821. TestHistogram.test_error_binnum_type
  822. TestHistogram.test_finite_range
  823. TestHistogram.test_one_bin
  824. TestHistogram.test_precision
  825. TestHistogram.test_unsigned_monotonicity_check
  826. TestHistogram2d.test_all_outliers
  827. TestHistogram2d.test_asym
  828. TestHistogram2d.test_binparameter_combination
  829. TestHistogramdd.test_bins_error_2
  830. TestHistogramdd.test_bins_errors
  831. TestHistogramdd.test_equal_edges
  832. TestHistogramdd.test_finite_range
  833. TestHistogramdd.test_inf_edges
  834. TestHistogramdd.test_simple
  835. TestHistogramdd.test_weights
  836. TestHsplit.test_0D_array
  837. TestHsplit.test_non_iterable
  838. TestHstack.test_empty_input
  839. TestHstack.test_non_iterable
  840. TestImports.test_circular_dependencies
  841. TestIndexing.test_index_no_floats
  842. TestIndexing.test_slicing_no_floats
  843. TestIndexingCPU.test_empty_ndim_index_bool_cpu
  844. TestIndexingCPU.test_index_cpu
  845. TestIndexingCPU.test_index_limits_cpu
  846. TestIndexingCPU.test_invalid_index_cpu
  847. TestIndexingCPU.test_out_of_bound_index_cpu
  848. TestIndexingCPU.test_zero_dim_index_cpu
  849. TestInputAttrTracking.test_complex_attr_access_without_graph_breaks
  850. TestInputAttrTracking.test_const_property_on_tensor
  851. TestInputAttrTracking.test_set_data_on_input_tensor
  852. TestInputAttrTracking.test_tensor_property_assigned_on_tensor
  853. TestInputAttrTracking.test_tensor_property_on_tensor
  854. TestIsScalar.test_is_not_scalar_value6
  855. TestIterator.test_iterator
  856. TestIterDataPipeGraphFastForward.test_simple_snapshot_custom_non_generator
  857. TestIterDataPipeGraphFastForward.test_simple_snapshot_custom_self_next
  858. TestJacCPU.test_against_reference_correctness_different_devices_cpu
  859. TestJacCPU.test_against_reference_default_arg_cpu
  860. TestJacCPU.test_against_reference_multi_input_cpu
  861. TestJacCPU.test_against_reference_multi_input_multi_output_cpu
  862. TestJacCPU.test_against_reference_simple_cpu
  863. TestJacCPU.test_against_reference_unrelated_outputs_cpu
  864. TestJacCPU.test_against_reference_zero_dim_cpu
  865. TestJacCPU.test_argnums_defaults_to_zero_cpu
  866. TestJacCPU.test_argnums_effect_on_return_jacfwd_cpu
  867. TestJacCPU.test_argnums_effect_on_return_jacrev_cpu
  868. TestJacCPU.test_argnums_tuple_jacfwd_cpu
  869. TestJacCPU.test_argnums_tuple_jacrev_cpu
  870. TestJacCPU.test_aux_pytree_cpu
  871. TestJacCPU.test_dimensionality_cpu
  872. TestJacCPU.test_empty_argnums_jacfwd_cpu
  873. TestJacCPU.test_empty_output_cpu
  874. TestJacCPU.test_float_argnums_jacfwd_cpu
  875. TestJacCPU.test_inplace_cpu
  876. TestJacCPU.test_jac_with_non_tensor_args_cpu
  877. TestJacCPU.test_multiple_args_jacfwd_cpu
  878. TestJacCPU.test_multiple_args_jacrev_cpu
  879. TestJacCPU.test_multiple_inputs_outputs_pytree_cpu
  880. TestJacCPU.test_multiple_inputs_pytree_cpu
  881. TestJacCPU.test_multiple_outputs_multiple_argnums_cpu
  882. TestJacCPU.test_multiple_outputs_single_argnums_cpu
  883. TestJacCPU.test_negative_argnums_jacfwd_cpu
  884. TestJacCPU.test_out_of_bounds_argnums_jacfwd_cpu
  885. TestJacCPU.test_outputs_can_any_pytree_cpu
  886. TestJacCPU.test_repeated_argnums_jacfwd_cpu
  887. TestJacCPU.test_simple_jacfwd_cpu
  888. TestJacCPU.test_simple_jacrev_cpu
  889. TestJacCPU.test_simple_not_flat_jacfwd_cpu
  890. TestJacCPU.test_simple_not_flat_jacrev_cpu
  891. TestJacCPU.test_unrelated_input_cpu
  892. TestJacCPU.test_unrelated_output_cpu
  893. TestJacCPU.test_vmap_on_jac_simple_jacfwd_cpu
  894. TestJacCPU.test_vmap_on_jac_simple_jacrev_cpu
  895. TestJit.test_batchnorm
  896. TestJit.test_function_default_values
  897. TestJvpCPU.test_disable_fwd_grad_outside_cpu
  898. TestJvpCPU.test_inputs_are_tuples_of_tensors_cpu
  899. TestJvpCPU.test_jvp_inside_autograd_function_cpu
  900. TestJvpCPU.test_nonempty_primals_and_tangents_cpu
  901. TestJvpCPU.test_primals_tangents_length_mismatch_cpu
  902. TestJvpCPU.test_simple_cpu
  903. TestLazyModules.test_lazy_batchnorm_with_dict_input
  904. TestLazyModules.test_lazy_conv1d
  905. TestLazyModules.test_lazy_conv1d_pickle
  906. TestLazyModules.test_lazy_conv2d
  907. TestLazyModules.test_lazy_conv2d_pickle
  908. TestLazyModules.test_lazy_conv3d
  909. TestLazyModules.test_lazy_conv3d_pickle
  910. TestLazyModules.test_lazy_conv_transpose1d_pickle
  911. TestLazyModules.test_lazy_conv_transpose2d
  912. TestLazyModules.test_lazy_conv_transpose2d_pickle
  913. TestLazyModules.test_lazy_conv_transpose3d
  914. TestLazyModules.test_lazy_conv_transpose3d_pickle
  915. TestLazyModules.test_lazy_conv_transposed1d
  916. TestLazyModules.test_lazy_linear_pickle
  917. TestLazyModules.test_linear
  918. TestLexsort.test_datetime
  919. TestLexsort.test_mixed
  920. TestLinalgCPU.test_addmm_sizes_cpu_float32
  921. TestLinalgCPU.test_addmm_sizes_cpu_float64
  922. TestLinalgCPU.test_addr_integral_cpu_int16
  923. TestLinalgCPU.test_addr_integral_cpu_int32
  924. TestLinalgCPU.test_addr_integral_cpu_int64
  925. TestLinalgCPU.test_addr_integral_cpu_int8
  926. TestLinalgCPU.test_addr_integral_cpu_uint8
  927. TestLinalgCPU.test_geqrf_cpu_complex128
  928. TestLinalgCPU.test_geqrf_cpu_complex64
  929. TestLinalgCPU.test_geqrf_cpu_float32
  930. TestLinalgCPU.test_geqrf_cpu_float64
  931. TestLinalgCPU.test_householder_product_cpu_complex128
  932. TestLinalgCPU.test_householder_product_cpu_complex64
  933. TestLinalgCPU.test_householder_product_cpu_float32
  934. TestLinalgCPU.test_householder_product_cpu_float64
  935. TestLinalgCPU.test_inverse_cpu_complex128
  936. TestLinalgCPU.test_inverse_cpu_complex64
  937. TestLinalgCPU.test_inverse_cpu_float32
  938. TestLinalgCPU.test_inverse_cpu_float64
  939. TestLinalgCPU.test_lobpcg_torchscript_cpu_float64
  940. TestLinalgCPU.test_matmul_small_brute_force_3d_Nd_cpu_complex64
  941. TestLinalgCPU.test_matmul_small_brute_force_3d_Nd_cpu_float32
  942. TestLinalgCPU.test_matmul_small_brute_force_3d_Nd_cpu_int64
  943. TestLinalgCPU.test_pinv_cpu_complex128
  944. TestLinalgCPU.test_pinv_cpu_complex64
  945. TestLinalgCPU.test_pinv_cpu_float32
  946. TestLinalgCPU.test_pinv_cpu_float64
  947. TestLinalgCPU.test_slogdet_errors_and_warnings_cpu_complex128
  948. TestLinalgCPU.test_slogdet_errors_and_warnings_cpu_complex64
  949. TestLinalgCPU.test_slogdet_errors_and_warnings_cpu_float32
  950. TestLinalgCPU.test_slogdet_errors_and_warnings_cpu_float64
  951. TestLinalgCPU.test_solve_cpu_complex128
  952. TestLinalgCPU.test_solve_cpu_complex64
  953. TestLinalgCPU.test_solve_cpu_float32
  954. TestLinalgCPU.test_solve_cpu_float64
  955. TestMatmul.test_exceptions
  956. TestMedian.test_extended_axis_invalid
  957. TestMeshgrid.test_indexing
  958. TestMeshgrid.test_invalid_arguments
  959. TestMetaKernel.test_addmm_invalid_dtype
  960. TestMin.test_adapt
  961. TestMin.test_attn
  962. TestMin.test_big_split
  963. TestMin.test_c
  964. TestMin.test_compare_dims
  965. TestMin.test_diag
  966. TestMin.test_dim_args
  967. TestMin.test_dims_with_size
  968. TestMin.test_dir
  969. TestMin.test_doc
  970. TestMin.test_embed
  971. TestMin.test_eq
  972. TestMin.test_expand
  973. TestMin.test_functorch
  974. TestMin.test_hello
  975. TestMin.test_index
  976. TestMin.test_index_placement
  977. TestMin.test_inplace
  978. TestMin.test_manual_stuff
  979. TestMin.test_mask
  980. TestMin.test_max
  981. TestMin.test_mm
  982. TestMin.test_mm_fuse
  983. TestMin.test_monkey
  984. TestMin.test_network
  985. TestMin.test_order
  986. TestMin.test_order_keyword
  987. TestMin.test_parse
  988. TestMin.test_permute_orig
  989. TestMin.test_seg
  990. TestMin.test_simple
  991. TestMin.test_softmax_split
  992. TestMin.test_stack
  993. TestMin.test_time_mm_fuse
  994. TestMin.test_with_dims_split
  995. TestMinFunctorchOnly.test_adapt
  996. TestMinFunctorchOnly.test_attn
  997. TestMinFunctorchOnly.test_big_split
  998. TestMinFunctorchOnly.test_c
  999. TestMinFunctorchOnly.test_compare_dims
  1000. TestMinFunctorchOnly.test_diag
  1001. TestMinFunctorchOnly.test_dim_args
  1002. TestMinFunctorchOnly.test_dims_with_size
  1003. TestMinFunctorchOnly.test_dir
  1004. TestMinFunctorchOnly.test_doc
  1005. TestMinFunctorchOnly.test_embed
  1006. TestMinFunctorchOnly.test_eq
  1007. TestMinFunctorchOnly.test_expand
  1008. TestMinFunctorchOnly.test_functorch
  1009. TestMinFunctorchOnly.test_hello
  1010. TestMinFunctorchOnly.test_index
  1011. TestMinFunctorchOnly.test_index_placement
  1012. TestMinFunctorchOnly.test_inplace
  1013. TestMinFunctorchOnly.test_manual_stuff
  1014. TestMinFunctorchOnly.test_mask
  1015. TestMinFunctorchOnly.test_max
  1016. TestMinFunctorchOnly.test_mm
  1017. TestMinFunctorchOnly.test_mm_fuse
  1018. TestMinFunctorchOnly.test_monkey
  1019. TestMinFunctorchOnly.test_network
  1020. TestMinFunctorchOnly.test_order
  1021. TestMinFunctorchOnly.test_order_keyword
  1022. TestMinFunctorchOnly.test_parse
  1023. TestMinFunctorchOnly.test_permute_orig
  1024. TestMinFunctorchOnly.test_seg
  1025. TestMinFunctorchOnly.test_simple
  1026. TestMinFunctorchOnly.test_softmax_split
  1027. TestMinFunctorchOnly.test_stack
  1028. TestMinFunctorchOnly.test_with_dims_split
  1029. TestMinMax.test_axis
  1030. TestMinMax.test_scalar
  1031. TestMisc.test_byteorder_check
  1032. TestMisc.test_generalized_raise_multiloop
  1033. TestMkldnnCPU.test_add_cpu
  1034. TestMkldnnCPU.test_batch_norm_2d_cpu
  1035. TestMkldnnCPU.test_batch_norm_3d_cpu
  1036. TestMkldnnCPU.test_conv1d_cpu
  1037. TestMkldnnCPU.test_conv2d_cpu
  1038. TestMkldnnCPU.test_conv3d_cpu
  1039. TestMkldnnCPU.test_copy_cpu
  1040. TestMkldnnCPU.test_linear_cpu
  1041. TestMkldnnCPU.test_linear_lowp_cpu_float16
  1042. TestMkldnnCPU.test_mul_cpu
  1043. TestMkldnnCPU.test_prelu_bf16_cpu
  1044. TestMkldnnCPU.test_prelu_cpu
  1045. TestMkldnnCPU.test_reshape_blocked_format_cpu
  1046. TestMkldnnCPU.test_resnet18_cpu
  1047. TestMkldnnCPU.test_resnext50_32x4d_cpu
  1048. TestMkldnnCPU.test_sigmoid_cpu
  1049. TestMkldnnCPU.test_tanh_cpu
  1050. TestModuleHookNN.test_hook_inplace
  1051. TestMoveaxis.test_errors
  1052. TestMultiDot.test_dynamic_programming_optimization_and_out
  1053. TestMultiDot.test_three_arguments_and_out
  1054. TestMultiDot.test_too_few_input_arrays
  1055. TestMultiDot.test_two_arguments_and_out
  1056. TestMultiprocessing.test_empty_shared
  1057. TestMultiprocessing.test_fs_is_shared
  1058. TestMultiprocessing.test_inherit_tensor
  1059. TestMultiprocessing.test_is_shared
  1060. TestNamedTensor.test_addmm
  1061. TestNamedTensor.test_bmm
  1062. TestNamedTensor.test_cat
  1063. TestNamedTensor.test_flatten
  1064. TestNamedTensor.test_info_smoke
  1065. TestNamedTensor.test_logical_ops
  1066. TestNamedTensor.test_matmul
  1067. TestNamedTensor.test_mm
  1068. TestNamedTensor.test_reduction_fns
  1069. TestNamedTensor.test_set_names_property
  1070. TestNamedTensor.test_transpose_variants
  1071. TestNamedTensor.test_unary_propagate_names_fns
  1072. TestNamedTensor.test_unflatten
  1073. TestNamedTensor.test_using_unseen_interned_string_bumps_refcount_permanently
  1074. TestNamedTensor.test_using_unseen_uninterned_string_refcounts
  1075. TestNamedTuple.test_max
  1076. TestNativeFunctions.test_optional_floatlist_invalid
  1077. TestNativeFunctions.test_optional_intlist_invalid
  1078. TestNativeFunctions.test_symintlist_error
  1079. TestNativeFunctions.test_symintlist_error_with_overload
  1080. TestNativeFunctions.test_vararg_symintlist_error
  1081. TestNegative.test_exceptions
  1082. TestNestedCheckpoint.test_nested_checkpoint_early_stop_False
  1083. TestNestedCheckpoint.test_nested_checkpoint_early_stop_True
  1084. TestNestedCheckpoint.test_nested_checkpoint_kwargs_early_stop_False
  1085. TestNestedCheckpoint.test_nested_checkpoint_kwargs_early_stop_True
  1086. TestNestedCheckpoint.test_nested_checkpoint_non_tensor_inputs_and_outputs_early_stop_False
  1087. TestNestedCheckpoint.test_nested_checkpoint_non_tensor_inputs_and_outputs_early_stop_True
  1088. TestNestedCheckpoint.test_nested_checkpoint_reentrant_backwards_early_stop_False
  1089. TestNestedCheckpoint.test_nested_checkpoint_reentrant_backwards_early_stop_True
  1090. TestNestedCheckpoint.test_nested_checkpoint_same_graph_early_stop_False
  1091. TestNestedCheckpoint.test_nested_checkpoint_same_graph_early_stop_True
  1092. TestNestedCheckpoint.test_nested_checkpoint_set_early_stop
  1093. TestNestedCheckpoint.test_nested_checkpoint_set_early_stop_no_recompution_needed
  1094. TestNestedCheckpoint.test_nested_checkpoint_two_children_early_stop_False
  1095. TestNestedCheckpoint.test_nested_checkpoint_two_children_early_stop_True
  1096. TestNestedTensor.test_binary_recompiles
  1097. TestNestedTensor.test_unbind
  1098. TestNN.test_fb_fc_packed
  1099. TestNN.test_ParameterDict_replication
  1100. TestNN.test_ParameterList_replication
  1101. TestNN.test_Sequential_iadd
  1102. TestNNDeviceTypeCPU.test_invalid_reduction_strings_cpu
  1103. TestNNDeviceTypeCPU.test_module_to_empty_cpu_float32
  1104. TestNNDeviceTypeCPU.test_module_to_empty_cpu_float64
  1105. TestNNDeviceTypeCPU.test_nll_loss_byte_target_matches_long_cpu
  1106. TestNNDeviceTypeCPU.test_threshold_inplace_overlap_cpu
  1107. TestNNDeviceTypeCPU.test_triplet_margin_with_distance_loss_cpu
  1108. TestNNDeviceTypeCUDA.test_nll_loss_byte_target_matches_long_cuda
  1109. TestNNParametrization.test_deepcopy_after_parametrization
  1110. TestNNParametrization.test_new_spectral_norm
  1111. TestNNParametrization.test_new_spectral_norm_dim
  1112. TestNNParametrization.test_new_spectral_norm_forward
  1113. TestNNParametrization.test_weight_norm_deepcopy
  1114. TestNNParametrization.test_weight_norm_state_dict_compat
  1115. TestNonarrayArgs.test_dunder_round_edgecases_val_2147483647_ndigits_-1
  1116. TestNonarrayArgs.test_dunder_round_edgecases_val_2147483647_ndigits_-10
  1117. TestNonarrayArgs.test_dunder_round_edgecases_val_2147483647_ndigits_-9
  1118. TestNonzeroAndCountNonzero.test_count_nonzero_axis
  1119. TestNormDouble.test_axis
  1120. TestNormDouble.test_bad_args
  1121. TestNormDouble.test_matrix_2x2
  1122. TestNormInt64.test_axis
  1123. TestNormInt64.test_bad_args
  1124. TestNormInt64.test_matrix_2x2
  1125. TestNormSingle.test_axis
  1126. TestNormSingle.test_bad_args
  1127. TestNormSingle.test_matrix_2x2
  1128. TestNumPyInteropCPU.test_numpy_non_writeable_cpu
  1129. TestObserver.test_per_channel_observers
  1130. TestObserver.test_per_tensor_observers
  1131. TestOpCPU.test_cat_cpu_bfloat16
  1132. TestOpCPU.test_cat_cpu_float32
  1133. TestOptimizations.test_example_inputs
  1134. TestOptimizations.test_example_inputs_runtime_use
  1135. TestOutDtypeOp.test_out_dtype_non_op_overload
  1136. TestOutDtypeOp.test_out_dtype_wrong_output
  1137. TestPadding.test_constant_padNd
  1138. TestPartitioning.test_contiguous
  1139. TestPartitioning.test_default_partitioner_output_tensor_shape_tensor
  1140. TestPartitioning.test_min_cut_partitioner_output_tensor_shape_tensor
  1141. TestPasses.test_functionalize_inline_contraints
  1142. TestPasses.test_views_op_having_view_copy
  1143. TestPassManager.test_pass_manager
  1144. TestPercentile.test_extended_axis_invalid
  1145. TestPercentile.test_scalar_q
  1146. TestPickle.test_pickle
  1147. TestPoolingNN.test_MaxUnpool2d_output_size
  1148. TestPower.test_modular_power
  1149. TestProfiler.test_concrete_inputs_profiling
  1150. TestProfiler.test_export_stacks
  1151. TestProfiler.test_flops
  1152. TestProfiler.test_guarded_record_function_fast
  1153. TestProfiler.test_high_level_trace
  1154. TestProfiler.test_is_profiler_enabled
  1155. TestProfiler.test_profiler_correlation_id
  1156. TestProfiler.test_profiler_fwd_bwd_link
  1157. TestProfiler.test_profiler_op_event_args
  1158. TestProfiler.test_profiler_tracing
  1159. TestProfiler.test_source
  1160. TestProfiler.test_source_multithreaded_basic_work_in_main_thread_True
  1161. TestProfiler.test_source_multithreaded_close_in_scope_work_in_main_thread_True
  1162. TestProfiler.test_source_multithreaded_complex_work_in_main_thread_True
  1163. TestProfiler.test_source_multithreaded_multiple_preexisting_work_in_main_thread_True
  1164. TestProfiler.test_source_multithreaded_open_in_scope_work_in_main_thread_True
  1165. TestProfilerTree.test_profiler_experimental_tree_with_memory
  1166. TestProfilerTree.test_profiler_experimental_tree_with_memory_and_stack
  1167. TestProfilerTree.test_profiler_experimental_tree_with_record_function
  1168. TestProfilerTree.test_profiler_experimental_tree_with_stack_and_torch_dispatch
  1169. TestProfilerTree.test_profiler_experimental_tree_with_stack_and_torch_function
  1170. TestPT2ERepresentation.test_add
  1171. TestPT2ERepresentation.test_add_relu
  1172. TestPT2ERepresentation.test_conv2d
  1173. TestPT2ERepresentation.test_dynamic_linear
  1174. TestPT2ERepresentation.test_maxpool2d
  1175. TestPT2ERepresentation.test_qdq
  1176. TestPT2ERepresentation.test_qdq_per_channel
  1177. TestPT2ERepresentation.test_static_linear
  1178. TestPutAlongAxis.test_broadcast
  1179. TestPutmask.test_byteorder_greater_False
  1180. TestPutmask.test_byteorder_greater_True
  1181. TestPutmask.test_record_array
  1182. TestPythonAutograd.test_backwards2
  1183. TestPythonAutograd.test_forwards1
  1184. TestPythonAutograd.test_forwards2
  1185. TestPythonAutograd.test_split
  1186. TestPythonDispatch.test_make_subclass_with_modes
  1187. TestPythonPytree.test_treespec_equality
  1188. TestPythonRegistration.test_alias_analysis
  1189. TestPythonRegistration.test_finalizer
  1190. TestQR.test_mode_raw
  1191. TestQR.test_qr_empty_m_0_n_0
  1192. TestQR.test_qr_empty_m_0_n_3
  1193. TestQR.test_qr_empty_m_3_n_0
  1194. TestQuantile.test_quantile_monotonic_method_averaged_inverted_cdf
  1195. TestQuantile.test_quantile_monotonic_method_closest_observation
  1196. TestQuantile.test_quantile_monotonic_method_hazen
  1197. TestQuantile.test_quantile_monotonic_method_interpolated_inverted_cdf
  1198. TestQuantile.test_quantile_monotonic_method_inverted_cdf
  1199. TestQuantile.test_quantile_monotonic_method_median_unbiased
  1200. TestQuantile.test_quantile_monotonic_method_normal_unbiased
  1201. TestQuantile.test_quantile_monotonic_method_weibull
  1202. TestQuantizedEmbeddingOps.test_embedding_bag_2bit
  1203. TestQuantizedEmbeddingOps.test_embedding_bag_2d_indices
  1204. TestQuantizedEmbeddingOps.test_embedding_bag_4bit
  1205. TestQuantizedEmbeddingOps.test_embedding_bag_byte
  1206. TestQuantizedOps.test_avg_pool2d_nhwc
  1207. TestQuantizedOps.test_avg_pool3d_nhwc
  1208. TestQuantizedOps.test_cat_nhwc
  1209. TestQuantizedOps.test_custom_module_lstm
  1210. TestQuantizedOps.test_interpolate
  1211. TestQuantizedOps.test_interpolate3d
  1212. TestQuantizedOps.test_max_pool2d_cudnn
  1213. TestQuantizedOps.test_max_pool2d_nhwc
  1214. TestQuantizedOps.test_qtanh
  1215. TestQuantizedTensor.test_choose_qparams
  1216. TestQuantizedTensor.test_choose_qparams_optimized
  1217. TestQuantizedTensor.test_decomposed_dequantize_per_tensor
  1218. TestQuantizedTensor.test_decomposed_quantize_per_tensor
  1219. TestQuantizedTensor.test_decomposed_quantize_per_tensor_bfloat16_input
  1220. TestQuantizedTensor.test_fp16_saturate_op
  1221. TestQuantizedTensor.test_per_channel_qtensor_to_memory_format
  1222. TestQuantizedTensor.test_per_tensor_qtensor_to_memory_format
  1223. TestQuantizedTensor.test_qtensor_cpu
  1224. TestQuantizedTensor.test_quantize_per_channel_sub_byte
  1225. TestQuantizeEagerQATNumerics.test_conv_bn_folded_vs_unfolded
  1226. TestQuantizeFx.test_prepare_custom_config_set_standalone_module_class
  1227. TestQuantizeFx.test_static_lstm_with_custom_fixed_qparams
  1228. TestQuantizePT2E.test_composable_quantizer_linear_conv
  1229. TestQuantizePT2E.test_constant_prop_preserve_metadata
  1230. TestQuantizePT2E.test_embedding_conv_linear_quantization
  1231. TestQuantizePT2E.test_fold_all_ops_before_quantize
  1232. TestQuantizePT2E.test_fold_quantize
  1233. TestQuantizePT2E.test_fold_quantize_per_channel
  1234. TestQuantizePT2E.test_groupwise_per_channel_quant
  1235. TestQuantizePT2E.test_reentrant
  1236. TestQuantizePT2E.test_save_load
  1237. TestQuantizePT2E.test_speed
  1238. TestQuantizePT2EQAT_ConvBn1d.test_prepare_qat_conv_bn_fusion_getitem_placeholder
  1239. TestQuantizePT2EQAT_ConvBn1d.test_qat_conv_bn_fusion
  1240. TestQuantizePT2EQAT_ConvBn1d.test_qat_conv_bn_fusion_literal_args
  1241. TestQuantizePT2EQAT_ConvBn1d.test_qat_conv_bn_fusion_no_conv_bias
  1242. TestQuantizePT2EQAT_ConvBn1d.test_qat_conv_bn_relu_fusion
  1243. TestQuantizePT2EQAT_ConvBn1d.test_qat_conv_bn_relu_fusion_no_conv_bias
  1244. TestQuantizePT2EQAT_ConvBn1d.test_qat_conv_no_bias
  1245. TestQuantizePT2EQAT_ConvBn1d.test_qat_inplace_add_relu
  1246. TestQuantizePT2EQAT_ConvBn1d.test_qat_preserve_source_fn_stack
  1247. TestQuantizePT2EQAT_ConvBn1d.test_qat_update_shared_qspec
  1248. TestQuantizePT2EQAT_ConvBn2d.test_prepare_qat_conv_bn_fusion_getitem_placeholder
  1249. TestQuantizePT2EQAT_ConvBn2d.test_qat_conv_bn_fusion
  1250. TestQuantizePT2EQAT_ConvBn2d.test_qat_conv_bn_fusion_literal_args
  1251. TestQuantizePT2EQAT_ConvBn2d.test_qat_conv_bn_fusion_no_conv_bias
  1252. TestQuantizePT2EQAT_ConvBn2d.test_qat_conv_bn_relu_fusion
  1253. TestQuantizePT2EQAT_ConvBn2d.test_qat_conv_bn_relu_fusion_no_conv_bias
  1254. TestQuantizePT2EQAT_ConvBn2d.test_qat_conv_no_bias
  1255. TestQuantizePT2EQAT_ConvBn2d.test_qat_inplace_add_relu
  1256. TestQuantizePT2EQAT_ConvBn2d.test_qat_preserve_source_fn_stack
  1257. TestQuantizePT2EQAT_ConvBn2d.test_qat_update_shared_qspec
  1258. TestQuantizePT2EQATModels.test_qat_mobilenet_v2
  1259. TestQuantizePT2EQATModels.test_qat_resnet18
  1260. TestRecordFunction.test_datapipe_with_record_function
  1261. TestRecordFunction.test_datapipe_with_record_function_fork
  1262. TestRecordFunction.test_record_function
  1263. TestRequire.test_C_and_F_simul
  1264. TestRequire.test_require_each
  1265. TestRequire.test_unknown_requirement
  1266. TestRollaxis.test_exceptions
  1267. TestRot90.test_basic
  1268. TestScalarIndexing.test_invalid_newaxis
  1269. TestScalarIndexing.test_invalid_subscript
  1270. TestScalarIndexing.test_invalid_subscript_assignment
  1271. TestScalarTypeNames.test_names_reflect_attributes_t0
  1272. TestScalarTypeNames.test_names_reflect_attributes_t1
  1273. TestScalarTypeNames.test_names_reflect_attributes_t2
  1274. TestScalarTypeNames.test_names_reflect_attributes_t3
  1275. TestScalarTypeNames.test_names_reflect_attributes_t4
  1276. TestScalarTypeNames.test_names_reflect_attributes_t5
  1277. TestScalarTypeNames.test_names_reflect_attributes_t6
  1278. TestScalarTypeNames.test_names_reflect_attributes_t7
  1279. TestScalarTypeNames.test_names_reflect_attributes_t8
  1280. TestScalarTypeNames.test_names_reflect_attributes_t9
  1281. TestScript.test_conv_error
  1282. TestScript.test_dict_str
  1283. TestScript.test_empty_tuple_str
  1284. TestScript.test_error_stacktrace_interface
  1285. TestScript.test_function_overloading_isinstance
  1286. TestScript.test_function_overloads
  1287. TestScript.test_ignored_as_value
  1288. TestScript.test_infer_size
  1289. TestScript.test_is_after_use
  1290. TestScript.test_is_scripting
  1291. TestScript.test_isinstance_dynamic
  1292. TestScript.test_method_overloading
  1293. TestScript.test_namedtuple_default_values_using_factory_constructor
  1294. TestScript.test_namedtuple_python
  1295. TestScript.test_nested_breaks
  1296. TestScript.test_nn_GRU
  1297. TestScript.test_nn_LSTM_with_layers
  1298. TestScript.test_no_self_arg_ignore_function
  1299. TestScript.test_none_type_str
  1300. TestScript.test_pack_unpack_state
  1301. TestScript.test_parse_nested_names
  1302. TestScript.test_parse_tensor_constants
  1303. TestScript.test_python_call
  1304. TestScript.test_python_call_non_tensor_wrong
  1305. TestScript.test_python_op_builtins
  1306. TestScript.test_script_optional_none
  1307. TestScript.test_string_device_implicit_conversion
  1308. TestScript.test_torch_functional_tensordot_int
  1309. TestScript.test_torchscript_multi_head_attn
  1310. TestScript.test_tuple_str
  1311. TestScript.test_type_annotation_module
  1312. TestScript.test_unspecialized_any_binding
  1313. TestScript.test_unused_decorator
  1314. TestScript.test_wrong_return_type
  1315. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_0_bfloat16_cpu_bfloat16
  1316. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_0_float16_cpu_float16
  1317. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_0_float32_cpu_float32
  1318. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_0_float64_cpu_float64
  1319. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_7_bfloat16_cpu_bfloat16
  1320. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_7_float16_cpu_float16
  1321. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_7_float32_cpu_float32
  1322. TestSDPACPU.test_fused_sdp_choice_cpu_type_dense_dropout_0_7_float64_cpu_float64
  1323. TestSetOps.test_in1d_table_timedelta_fails
  1324. TestSetOps.test_in1d_timedelta_kind0
  1325. TestSetOps.test_in1d_timedelta_kind_sort
  1326. TestSetOps.test_setdiff1d
  1327. TestShapeOpsCUDA.test_flip_cuda_float32
  1328. TestSortAndSelectCPU.test_sort_overflow_cpu_int16
  1329. TestSortAndSelectCPU.test_topk_arguments_cpu
  1330. TestSortComplex.test_sort_real_type_in_g_type_out_G
  1331. TestSortComplex.test_sort_real_type_in_H_type_out_F
  1332. TestSplit.test_unequal_split
  1333. TestStackMisc.test_stack
  1334. TestStatelessFunctionalAPI.test_reparametrize_module_fail_reset_to_original_stateless
  1335. TestStatelessFunctionalAPI.test_reparametrize_module_fail_reset_to_original_torch_func
  1336. TestStatelessFunctionalAPI.test_reparametrized_module_change_parametrization_original_stateless
  1337. TestStatelessFunctionalAPI.test_reparametrized_module_change_parametrization_original_torch_func
  1338. TestStaticQuantizedModule.test_embedding_api
  1339. TestStaticQuantizedModule.test_embedding_bag_api
  1340. TestStats.test_dtype_from_dtype
  1341. TestStats.test_out
  1342. TestSubclass.test_parametrization_base_tensor_leave_parametrized_False
  1343. TestSubclass.test_parametrization_base_tensor_leave_parametrized_True
  1344. TestTake.test_raise
  1345. TestTakeAlongAxis.test_invalid
  1346. TestTEFuserDynamic.test_gelu
  1347. TestTEFuserDynamic.test_profiler
  1348. TestTEFuserDynamic.test_remove_output_used_only_in_size
  1349. TestTEFuserDynamic.test_to_dtype
  1350. TestTEFuserDynamic.test_torch_to
  1351. TestTEFuserStatic.test_gelu
  1352. TestTEFuserStatic.test_inlined_optimized_graph
  1353. TestTEFuserStatic.test_profiler
  1354. TestTEFuserStatic.test_remove_output_used_only_in_size
  1355. TestTEFuserStatic.test_skip_grad_in_check
  1356. TestTEFuserStatic.test_to_dtype
  1357. TestTEFuserStatic.test_torch_to
  1358. TestTensorBoardEmbedding.test_embedding
  1359. TestTensorBoardEmbedding.test_embedding_64
  1360. TestTensorBoardSummary.test_image_with_one_channel
  1361. TestTensorBoardSummary.test_image_without_channel
  1362. TestTensorBoardSummary.test_uint8_image
  1363. TestTensorBoardSummary.test_video
  1364. TestTensorBoardUtils.test_numpy_vid_uint8
  1365. TestTensorBoardUtils.test_to_HWC
  1366. TestTensorCreationCPU.test_block_diag_cpu
  1367. TestTensorCreationCPU.test_constructor_dtypes_cpu
  1368. TestTorch.test_contains
  1369. TestTorch.test_cuda_not_built
  1370. TestTorch.test_map
  1371. TestTorch.test_new
  1372. TestTorch.test_parsing_double
  1373. TestTorch.test_parsing_int64
  1374. TestTorch.test_parsing_intlist
  1375. TestTorch.test_pin_memory
  1376. TestTorch.test_type
  1377. TestTorch.test_upsample_nearest2d_meta
  1378. TestTorchDeviceTypeCPU.test_broadcast_fn_add_cpu
  1379. TestTorchDeviceTypeCPU.test_broadcast_fn_addcdiv_cpu
  1380. TestTorchDeviceTypeCPU.test_broadcast_fn_addcmul_cpu
  1381. TestTorchDeviceTypeCPU.test_broadcast_fn_atan2_cpu
  1382. TestTorchDeviceTypeCPU.test_broadcast_fn_copy_cpu
  1383. TestTorchDeviceTypeCPU.test_broadcast_fn_div_cpu
  1384. TestTorchDeviceTypeCPU.test_broadcast_fn_eq_cpu
  1385. TestTorchDeviceTypeCPU.test_broadcast_fn_fmod_cpu
  1386. TestTorchDeviceTypeCPU.test_broadcast_fn_ge_cpu
  1387. TestTorchDeviceTypeCPU.test_broadcast_fn_gt_cpu
  1388. TestTorchDeviceTypeCPU.test_broadcast_fn_le_cpu
  1389. TestTorchDeviceTypeCPU.test_broadcast_fn_lerp_cpu
  1390. TestTorchDeviceTypeCPU.test_broadcast_fn_lt_cpu
  1391. TestTorchDeviceTypeCPU.test_broadcast_fn_map2_cpu
  1392. TestTorchDeviceTypeCPU.test_broadcast_fn_map_cpu
  1393. TestTorchDeviceTypeCPU.test_broadcast_fn_masked_fill_cpu
  1394. TestTorchDeviceTypeCPU.test_broadcast_fn_masked_scatter_cpu
  1395. TestTorchDeviceTypeCPU.test_broadcast_fn_mul_cpu
  1396. TestTorchDeviceTypeCPU.test_broadcast_fn_ne_cpu
  1397. TestTorchDeviceTypeCPU.test_broadcast_fn_pow_cpu
  1398. TestTorchDeviceTypeCPU.test_broadcast_fn_remainder_cpu
  1399. TestTorchDeviceTypeCPU.test_broadcast_fn_sub_cpu
  1400. TestTorchDeviceTypeCPU.test_deterministic_empty_cpu_uint64
  1401. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool1d_cpu_float32
  1402. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool1d_cpu_float64
  1403. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool2d_cpu_float32
  1404. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool2d_cpu_float64
  1405. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool3d_cpu_float32
  1406. TestTorchDeviceTypeCPU.test_nondeterministic_alert_MaxUnpool3d_cpu_float64
  1407. TestTorchFunctionMode.test_mode_notimplemented_loop
  1408. TestTorchFunctionMode.test_modes_return_notimplemented
  1409. TestTorchFunctionMode.test_nested_modes_with_python_has_torch_function
  1410. TestTorchFunctionOverride.test_mean_semantics
  1411. TestTorchFunctionOverride.test_Tensor___cuda_array_interface_____get__
  1412. TestTorchTidyProfiler.test_allocation_id_uniqueness
  1413. TestTorchTidyProfiler.test_allocation_ids
  1414. TestTorchTidyProfiler.test_allocation_ids_with_other_ops
  1415. TestTorchTidyProfiler.test_allocations
  1416. TestTorchTidyProfiler.test_extra_fields
  1417. TestTorchTidyProfiler.test_impl_reuse
  1418. TestTorchTidyProfiler.test_mkldnn_tensors
  1419. TestTorchTidyProfiler.test_module_and_optimizer_ids
  1420. TestTorchTidyProfiler.test_nnmodule_params
  1421. TestTorchTidyProfiler.test_optimizer
  1422. TestTorchTidyProfiler.test_optimizer_parameters_adam
  1423. TestTorchTidyProfiler.test_optimizer_parameters_sgd
  1424. TestTorchTidyProfiler.test_pointers_and_ids
  1425. TestTorchTidyProfiler.test_scalar_ins
  1426. TestTorchTidyProfiler.test_tensor_lists
  1427. TestTorchTidyProfiler.test_tensor_properties
  1428. TestTorchTidyProfiler.test_tensorimpl_invalidation_full
  1429. TestTorchTidyProfiler.test_tensorimpl_invalidation_keep_alive
  1430. TestTorchTidyProfiler.test_tensorimpl_invalidation_scalar_args
  1431. TestTorchTidyProfiler.test_tensorimpl_invalidation_set
  1432. TestTrilIndicesFrom.test_exceptions
  1433. TestTriuIndicesFrom.test_exceptions
  1434. TestTypeHints.test_doc_examples
  1435. TestTypePromotionCPU.test_alpha_mismatch_cpu
  1436. TestTypePromotionCPU.test_alternate_result_cpu
  1437. TestUnflatten.test_unflatten_container_type
  1438. TestUnique.test_unique_axis
  1439. TestUnique.test_unique_axis_errors
  1440. TestUtils.test_get_fqn_to_example_inputs_complex_args
  1441. TestUtils.test_get_fqn_to_example_inputs_default_kwargs
  1442. TestUtils.test_get_fqn_to_example_inputs_simple
  1443. TestVerifyCorrectness.test_incorrect_verify_true
  1444. TestVerifyCorrectness.test_torchscript
  1445. TestVmapAPILegacy.test_accepts_nested_inputs
  1446. TestVmapAPILegacy.test_backward_unsupported_interaction
  1447. TestVmapAPILegacy.test_batched_gradient_basic
  1448. TestVmapAPILegacy.test_fallback_with_undefined_grad
  1449. TestVmapAPILegacy.test_grad_unsupported_interaction
  1450. TestVmapAPILegacy.test_in_dim_not_in_tensor_err_msg
  1451. TestVmapAPILegacy.test_multiple_out_dims
  1452. TestVmapAPILegacy.test_multiple_outputs
  1453. TestVmapAPILegacy.test_multiple_outputs_error_cases
  1454. TestVmapAPILegacy.test_nested_out_dims
  1455. TestVmapAPILegacy.test_nested_with_different_map_dim
  1456. TestVmapAPILegacy.test_non_default_in_dims_out_dims
  1457. TestVmapAPILegacy.test_non_tensor_output_raises
  1458. TestVmapAPILegacy.test_non_zero_in_dims
  1459. TestVmapAPILegacy.test_nonzero_out_dims
  1460. TestVmapAPILegacy.test_noop_in_inner_vmap
  1461. TestVmapAPILegacy.test_out_dim_out_of_bounds_err_msg
  1462. TestVmapAPILegacy.test_out_dims_and_num_outputs_mismatch_err_msg
  1463. TestVmapAPILegacy.test_out_dims_edge_case
  1464. TestVmapAPILegacy.test_single_input
  1465. TestVmapAPILegacy.test_unsupported_op_err_msg
  1466. TestVmapBatchedGradientLegacyCPU.test_binary_cross_entropy_cpu
  1467. TestVmapBatchedGradientLegacyCPU.test_div_cpu
  1468. TestVmapBatchedGradientLegacyCPU.test_index_cpu
  1469. TestVmapBatchedGradientLegacyCPU.test_inplace_manyview_cpu
  1470. TestVmapBatchedGradientLegacyCPU.test_inplace_on_view_cpu
  1471. TestVmapBatchedGradientLegacyCPU.test_lgamma_cpu
  1472. TestVmapBatchedGradientLegacyCPU.test_log1p_cpu
  1473. TestVmapBatchedGradientLegacyCPU.test_log_cpu
  1474. TestVmapBatchedGradientLegacyCPU.test_logsumexp_cpu
  1475. TestVmapBatchedGradientLegacyCPU.test_mul_cpu
  1476. TestVmapBatchedGradientLegacyCPU.test_sigmoid_cpu
  1477. TestVmapBatchedGradientLegacyCPU.test_unrelated_output_cpu
  1478. TestVmapBatchedGradientLegacyCPU.test_unrelated_output_multiple_grad_cpu
  1479. TestVmapOperatorsLegacy.test_as_strided
  1480. TestVmapOperatorsLegacy.test_binary_pointwise_ops
  1481. TestVmapOperatorsLegacy.test_chunk
  1482. TestVmapOperatorsLegacy.test_clamp
  1483. TestVmapOperatorsLegacy.test_clone
  1484. TestVmapOperatorsLegacy.test_comparison_ops
  1485. TestVmapOperatorsLegacy.test_diagonal
  1486. TestVmapOperatorsLegacy.test_fill_and_zero_inplace
  1487. TestVmapOperatorsLegacy.test_is_complex
  1488. TestVmapOperatorsLegacy.test_is_contiguous
  1489. TestVmapOperatorsLegacy.test_is_floating_point
  1490. TestVmapOperatorsLegacy.test_new_empty
  1491. TestVmapOperatorsLegacy.test_new_empty_strided
  1492. TestVmapOperatorsLegacy.test_new_zeros
  1493. TestVmapOperatorsLegacy.test_no_random_op_support
  1494. TestVmapOperatorsLegacy.test_reshape
  1495. TestVmapOperatorsLegacy.test_result_type
  1496. TestVmapOperatorsLegacy.test_select
  1497. TestVmapOperatorsLegacy.test_slice
  1498. TestVmapOperatorsLegacy.test_split
  1499. TestVmapOperatorsLegacy.test_stride
  1500. TestVmapOperatorsLegacy.test_sum_dim
  1501. TestVmapOperatorsLegacy.test_T_numpy
  1502. TestVmapOperatorsLegacy.test_to
  1503. TestVmapOperatorsLegacy.test_transpose
  1504. TestVmapOperatorsLegacy.test_unbind
  1505. TestVmapOperatorsLegacy.test_view
  1506. TestVsplit.test_0D_array
  1507. TestVsplit.test_1D_array
  1508. TestVsplit.test_non_iterable
  1509. TestVstack.test_empty_input
  1510. TestVstack.test_non_iterable
  1511. TestWhere.test_error
  1512. TestXNNPACKQuantizer.test_add_and_inplace_add
  1513. TestXNNPACKQuantizer.test_add_mul_long
  1514. TestXNNPACKQuantizer.test_add_mul_scalar
  1515. TestXNNPACKQuantizer.test_conv1d
  1516. TestXNNPACKQuantizer.test_conv1d_with_conv2d
  1517. TestXNNPACKQuantizer.test_conv2d
  1518. TestXNNPACKQuantizer.test_conv_linear
  1519. TestXNNPACKQuantizer.test_conv_linear_no_permute
  1520. TestXNNPACKQuantizer.test_dynamic_linear
  1521. TestXNNPACKQuantizer.test_dynamic_linear_int4_weight
  1522. TestXNNPACKQuantizer.test_dynamic_linear_with_conv
  1523. TestXNNPACKQuantizer.test_gru
  1524. TestXNNPACKQuantizer.test_linear
  1525. TestXNNPACKQuantizer.test_linear_gru
  1526. TestXNNPACKQuantizer.test_linear_relu
  1527. TestXNNPACKQuantizer.test_linear_with_dynamic_shape
  1528. TestXNNPACKQuantizer.test_mul_and_inplace_mul
  1529. TestXNNPACKQuantizer.test_mul_float32_max
  1530. TestXNNPACKQuantizer.test_obs_sharing_ops
  1531. TestXNNPACKQuantizer.test_propagate_annotation
  1532. TestXNNPACKQuantizer.test_qat_dynamic_linear
  1533. TestXNNPACKQuantizerModels.test_resnet18
  1534. TraceRuleTests.test_skipfiles_inlinelist
  1535. UnspecTests.test_builtin_max_min
  1536. UnspecTests.test_conv1d_symint_padding
  1537. UnspecTests.test_isinstance_symint
  1538. UnspecTests.test_mark_01_dynamic
  1539. UnspecTests.test_no_recompilations
  1540. UnspecTests.test_no_recompiles
  1541. UnspecTests.test_propagate_dynamic_dim
  1542. UnspecTests.test_use_and_specialize