o <&i@sdZddlZddlZddlmZddlmZddlmZm Z ddl m Z ddl m Z dd lmZdd lmZmZdd lmZdd lmZdd lmZddlmZddlmZ ddedededede deddfddZdededededdf ddZd ddZedkredSdS)!a~ To run this file by hand from the root of the PyTorch repository, run: python -m tools.autograd.gen_autograd aten/src/ATen/native/native_functions.yaml aten/src/ATen/native/tags.yaml $OUTPUT_DIR tools/autograd Where $OUTPUT_DIR is where you would like the files to be generated. In the full build system, OUTPUT_DIR is torch/csrc/autograd/generated/ N)List)cpp)match_differentiability_info'NativeFunctionWithDifferentiabilityInfo)parse_native_yaml)SelectiveBuilder)gen_python_functions)gen_autograd_functions_libgen_autograd_functions_python)gen_inplace_or_view_type)gen_trace_type)gen_variable_factories)gen_variable_type)load_derivativesFnative_functions_path tags_pathout autograd_diroperator_selectordisable_autogradreturnc Csttj|d||\}}tj|d}t||j} tt|j| ddd} t | |} |sDt |||| ||t |||| |t || |t |||t||||dS)Nderivatives.yaml templatescSs t|jS)N)rnamefunc)frRC:\wamp64\www\opt\env\Lib\site-packages\torchgen/packaged/autograd/gen_autograd.pyEs zgen_autograd..)key)rospathjoinrnative_functionssortedfilterZ(is_native_function_selected_for_trainingrrr r r r) rrrrrrdifferentiability_infosZused_dispatch_keys template_pathZ native_funcsfnsZfns_with_diff_infosrrr gen_autograd1s8     r*cCsXttj|d||\}}tj|d}t|||tj|d}t|||||dS)Nrrzdeprecated.yaml)rr!r"r#r r gen)rrrrr'_r(Zdeprecated_pathrrrgen_autograd_pythoncs  r-cCsttjdd}|jdddd|jdddd|jd d d d|jd d dd|}t|j|j|j|jt dS)Nz"Generate autograd C++ files script) descriptionr$ZNATIVEzpath to native_functions.yaml)metavarhelptagszpath to tags.yamlrZOUTzpath to output directoryautogradZAUTOGRADzpath to autograd directory) argparseArgumentParser add_argument parse_argsr*r$r1rr2rZget_nop_selector)parserargsrrrmainys" r9__main__)F)rN)__doc__r3r!typingrZ torchgen.apirZtorchgen.api.autogradrrZ torchgen.genrZ!torchgen.selective_build.selectorrr Zgen_autograd_functionsr r r r rrrstrboolr*r-r9__name__rrrrs\            2