o Xi@sdZddlmZddlZddlZddlmZmZmZm Z ddl Z ddl m Z e dZGdddZGd d d ZeZdddZddddddddZdS)Registry for aten functions.) annotationsN)AnyCallable GeneratorOptional) _constantszV^(?P[a-zA-Z0-9_]+)::(?P[a-zA-Z0-9_]+)(?P\.[a-zA-Z0-9._]+)?$c@seZdZdZdddZdS)OverloadedFunctionzOverloaded function. Attributes: name: Name of the op. E.g. "aten::add". overloads: Overloads function. complex: Support complex functions. namestrcCs||_g|_g|_dSN)r overloadscomplexselfr rc/home/ubuntu/.local/lib/python3.10/site-packages/onnxscript/function_libs/torch_lib/registration.py__init__s zOverloadedFunction.__init__N)r r )__name__ __module__ __qualname____doc__rrrrrr sr c@s\eZdZdZddZdddddZddZddZddZddZ d ddZ d!ddZ dS)"RegistryrcCs i|_dSr  _registryrrrrr& zRegistry.__init__Frfuncrr r rboolreturnNonecCs|j|t|}|r'|jrtjd|d|jddddS|j|dS|jr;tjd|d|jddddS|j|dS)zRegister a function.zComplex overload for 'z' already registered: .) stacklevelNzReal overload for ')r setdefaultr rwarningswarnappendr )rrr roverloaded_functionrrrregister)s zRegistry.registercCs |j|Sr rrrrr __getitem__>rzRegistry.__getitem__cCs ||jvSr rrrrr __contains__ArzRegistry.__contains__cC t|jSr )iterrrrrr__iter__DrzRegistry.__iter__cCr-r )reprrrrrr__repr__GrzRegistry.__repr__5Generator[tuple[str, OverloadedFunction], None, None]cc|jEdHdSr )ritemsrrrrr4JzRegistry.items)Generator[OverloadedFunction, None, None]ccr3r )rvaluesrrrrr7Mr5zRegistry.valuesN)rrr r rrr r!)r r2)r r6) rrrrrr*r+r,r/r1r4r7rrrrr#s rr str | tuple[str, ...]r tuple[str, ...]cCs`t|tr |f}n|}t|tstd||D]}|ds%t|s-td|dq|S)Nz1Name must be a string or a tuple of strings, got z.defaultzInvalid name 'zq'. Must be in the form 'namespace::name' for default overloads or 'namespace::name.overload' for other overloads.) isinstancer tuple TypeErrorendswith_QUALIFIED_OPERATOR_NAME_REGEX fullmatch ValueError)r namesname_rrr_check_and_normalize_namesUs   rCF)registry trace_onlyprivaterrDOptional[Registry]rErrFrTCallable[[Callable], onnxscript.OnnxFunction | onnxscript.values.TracedOnnxFunction]cs&durtdfdd }|S) aRegister a torch op. Args: name: Qualified ATen name of the function. E.g. "aten::relu", "aten::add.Tensor". Or a tuple of names e.g. ("aten::add.Scalar", "aten::add.Tensor"). Default overloads should be specified by omitting the overload part, i.e. "aten::relu" instead of "aten::relu.default". registry: Registry to register the function to. If None, the default registry is used. trace_only: Whether the function should only be traced and not compiled. private: Whether the function is private (not directly exposed). It should be true for all functions with names starting with "_". complex: Whether the function expects complex-valued inputs. Nrrr >onnxscript.OnnxFunction | onnxscript.values.TracedOnnxFunctioncsjtjjtjdd}rtj||}ntj|d|}dus!JtD] }r*q%j||dq%|S)N)domainversion)opsetr) onnxscriptr7OpsetrDOMAINTracedOnnxFunctionscriptrCr*)r custom_opsetprocessed_funcrBrr rFrDrErrwrappers  ztorch_op..wrapper)rrr rI)default_registry)r rDrErFrrVrrUrtorch_ophsrX)r r8r r9) r r8rDrGrErrFrrrr rH)r __future__rrer&typingrrrrrN"onnxscript.function_libs.torch_librcompiler>r rrWrCrXrrrrs&  /