P/j ZUddlmZddlmZmZmZmZmZmZddl Z ddl m Z ddl m Z gdZe dded ed efd Ze jj$j&j(d d dgefe jj$j*j,d gdefe jj$j.j0dgdefe jj$j2j4d gefe jj$j2j6d gdefe jj$j8j:d dgefiZeeeeeeeeegefffed<e dde j@d eeeffdZ!e dded dfdZ"y)) GraphModule)AnyCallableDictListTupleTypeN) compatibility)default_matchingextract_attrs_for_loweringlift_lowering_attrs_to_nodesF)is_backward_compatiblenametarget_versionreturnc|S)zDefault matching method )rrs ^/root/repos/pocs/video-evals/.venv/lib/python3.12/site-packages/torch/fx/passes/param_fetch.pyr r s  Kweightbias)rr kernel_sizestridepaddingdilationgroups padding_mode)rr running_mean running_vareps)rrrrreturn_indices ceil_modeinplacemodule_fetch_bookmodc i}tj||d<t|tvrtt|\}}}||jkr2t d|dtj|d|jd|D]"}t ||||j||<$|St tj|d)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`. rzFetcher 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)r'attrs_for_loweringversionparam_to_fetchmatching_methodattrs rr r !s *,!&!4v Cy%%3DT#Y3O0 S\\ !!1'.X[I\H]]fgjgsgsftuI IJ J# YD'.sOD#,,4W'X t $ Y ennS123EEF Fr fx_modulec2t|j}|jjD]e}|jdk(st ||j trt||j It||j |_ gy)zoRecursively traverse all `fx_module` nodes and fetch the module's attributes if the node is a leaf module. call_moduleN) dict named_modulesgraphnodesop isinstancetargetrr r r/)r4 submodulesnodes rr r 7s{i--/0J%%^ 77m #*T[[1;?,Z -DE*DZPTP[P[E\*]' ^r)#torch.fx.graph_modulertypingrrrrrr r)torch.nnnntorch.fx._compatibilityr __all__strintr moduleslinearLinearconvConv2d batchnorm BatchNorm2dpoolingAdaptiveAvgPool2d MaxPool2d activationReLUr&__annotations__Moduler r rrrrVs-99 1 \e,3- HH""Q6(: