a ;=ic@sUddlZddlmZejjZddlmZmZmZmZddl Z ddl m Z ddl Z iZ eeejjfed<eZeeed<ddZd d Zdd d ZeejdeeeeeeeedddZeejdeeedddZdS)N)Tensor)OptionalListDictSet)get_signature_for_torch_opdecomposition_tablefunction_name_setcCs`tj}t|}|jD]$}|j|ksJdj|j|jdq|j|ks\Jdj|jddS)Nz0No signature on param {name} for function {func})namefuncz(No return annotation for function {func})r ) inspect_empty signature parametersvalues annotationformatr return_annotation)f inspect_emptysigparamrj/home/droni/.local/share/virtualenvs/DPS-5Je3_V2c/lib/python3.9/site-packages/torch/jit/_decompositions.py(check_decomposition_has_type_annotationss  rc Cs|j}|j}t|t|kr dSt||D]z\}}tj}dD]<}|dkrd|jdkrdtdt ||t ||krDdSqD|j }|j } ||kr2| |kr2|| kr2dSq2|j |j kS)NF)r rr selfz4PyTorch uses 'input' instead of 'self' on public api) rlenziprr r r warningswarngetattrdefaultr) decomposition_sig torch_op_sigZ decomp_paramsZ op_paramsZ decomp_paramZop_paramrfieldZdecomp_defaultZ op_defaultrrrsignatures_matchs"  r%csfdd}|S)Nc sdur tt|tdd\}}t|}d}t|D]\}}t||r:|}qVq:|dusnJdt||jt vsJd |jt |jt j |}t j|jtdD] }t j|jt j|jq|t||<|S)NT)Zreturn_schemasz#Could not find matching signature: zDuplicated function name {})rrrr r enumerater%str__name__r raddtorchjitscriptZ_CZ_jit_pass_inlinegraphrangeZ_jit_pass_peepholeZ_jit_pass_constant_propagation) rZ torch_op_sigsZtorch_op_schemasr"Z found_indexir#Z scripted_func_aten_opregistryrrdecomposition_decorator8s(     z7register_decomposition..decomposition_decoratorr)r3r4r5rr2rregister_decomposition7s r6F)inputdim correctionkeepdimreturnc Cs|durg}|}t|ttfr4t|dkr4|}nd}|D]}||j|9}qs&     %