U ʹj@sUddlZddlmZejjZddlZddlZddlmZmZm Z m Z ddl m Z iZ eeejjfed<eZe eed<ddZd d Zdd d Zeejjdee eee e eedddZeejjdeeedddZdS)N)Tensor)DictListOptionalSet)Numberdecomposition_tablefunction_name_setcCs`tj}t|}|jD]&}|j|kstd|jd|jq|j|ks\td|jdS)NzNo signature on param z for function z"No return annotation for function ) inspect_empty signature parametersvalues annotationAssertionErrornamereturn_annotation)f inspect_emptysigparamrX/var/www/html/bwave/python/venv/lib/python3.8/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)rrrselfz4PyTorch uses 'input' instead of 'self' on public api) r lenziprr r rwarningswarngetattrdefaultr) Zdecomposition_sigZ torch_op_sigZ decomp_paramsZ op_paramsZ decomp_paramZop_paramrfieldZdecomp_defaultZ op_defaultrrrsignatures_matchs"  r"csfdd}|S)Ncsdkr tttjjst|jtks8td|jt|jtj |}tj |j tdD] }tj |j tj |j qf|tj<|S)NzDuplicated function name )r isinstancetorchZ_opsZ OpOverloadr__name__r addjitscriptZ_CZ_jit_pass_inlinegraphrangeZ_jit_pass_peepholeZ_jit_pass_constant_propagationstrZ_schema)rZ scripted_func_aten_opregistryrrdecomposition_decorator<s    z7register_decomposition..decomposition_decoratorr)r/r0r1rr.rregister_decomposition;sr2F)inputdim correctionkeepdimreturnc Cs|dkrg}|}t|ttfr4t|dkr4|}nd}|D]}||j|9}qdenomrrrvar_decompositionYs(   rGT)r3unbiasedr7cCst||r dnddS)Nr8r)r5)rG)r3rHrrrvar}srI)N)NNF)T)r%rZopsr<r rtypingrrrrZ torch.typesrrr,r(ZScriptFunction__annotations__setr rr"r2rIr5r@boolrGr rrrrs2      #