U dj @srUddlmZddlmZmZmZmZmZmZddl Z ddl m Z ddl m Z e ddeeeddd Ze j jjjd d d gefe j jjjd d d d dddddgefe j jjjdd d dddgefe j jjjd gefe j jjjd d dddddgefe j jjjd dgefiZeeeeeeeeegefffed<e dde jeeefdddZ e ddedddd Z!dS)!) GraphModule)AnyCallableDictListTupleTypeN) compatibilityF)Zis_backward_compatible)nametarget_versionreturncCs|S)zDefault matching method )r r r r ?/tmp/pip-unpacked-wheel-ua33x9lu/torch/fx/passes/param_fetch.pydefault_matching srZweightZbiasZ kernel_sizeZstridepaddingZdilationgroupsZ padding_modeZ running_meanZ running_varZepsZreturn_indicesZ ceil_modeZinplacemodule_fetch_book)modr cCsi}t||d<t|tkrtt|\}}}||jkr^td|dt|d|jd|D]}t||||j||<qbntt|d|S)zIf `mod` is in `module_fetch_book`, fetch the mod's attributes that in the `module_fetch_book` after checking module's version is compatible with the `module_fetch_book`. r zFetcher version z try to fetch z version zl, please upgrade the module_fetch_book, open an issue and @842974287 or report a bug to AIACC team directly.z is not in the module_fetch_book yet, please add it to the module_fetch_book, open an issue and @842974287 or report a bug to AIACC team directly.)torchtypenametyper_version RuntimeErrorgetattr)rattrs_for_loweringversionZparam_to_fetchZmatching_methodattrr r rextract_attrs_for_lowering s  $r) fx_moduler cCsXt|}|jjD]>}|jdkrt||jtrBt||jqt ||j|_ qdS)zoRecursively traverse all `fx_module` nodes and fetch the module's attributes if the node is a leaf module. Z call_moduleN) dictZ named_modulesgraphZnodesop isinstancetargetrlift_lowering_attrs_to_nodesrr)r Z submodulesnoder r rr&6s    r&)"Ztorch.fx.graph_modulertypingrrrrrrrZtorch.nnnnZtorch.fx._compatibilityr strintrmodulesZlinearZLinearconvZConv2dZ batchnormZ BatchNorm2dZpoolingZAdaptiveAvgPool2dZ MaxPool2dZ activationZReLUr__annotations__Modulerr&r r r rs<          .