o Zh# @sddlmZddlmZddlmZddlmZddlm Z gdZ eddGd d d e Z edd dd edede de de eee e fff ddZedddededefddZdS)) compatibility)Graph) GraphModule)SubgraphMatcher)Module) HolderModulelift_subgraph_as_modulecompare_graphsF)Zis_backward_compatiblecs eZdZdZfddZZS)rzy HolderModule is used to copy all the attributes from original module to submodules that uses the attributes cs,t|D] \}}|||q dS)N)super__init__items add_module)selfdkv __class__K/var/www/auris/lib/python3.10/site-packages/torch/fx/passes/utils/common.pyr s zHolderModule.__init__)__name__ __module__ __qualname____doc__r __classcell__rrrrr srrgmsubgraph comp_name class_namereturncCsti}i}|jD]S}|jdvrq |j}t|tsJ|d}|} |} |ddD]} t| | s9| | tit | | } t | | } q*|d} t | | } |d|||<t | | | q t ||||fS)aw Create a GraphModule for subgraph, which copies the necessary attributes from the original parent graph_module. Args: gm (GraphModule): parent graph module subgraph (Graph): a valid subgraph that contains copied nodes from the parent graph comp_name (str): name for the new component class_name (str): name for the submodule )Z call_moduleZget_attr.N) rnodesoptarget isinstancestrsplithasattrr getattrsetattrr)rrrr submoduleZorig_to_split_fqn_mappingnr%Ztarget_name_partscurrZorig_gmnameZleaf_node_nameZ leaf_noderrrrs(       rleftrightcCs$t|ddd}||}t|dkS)z Return True if two graphs are identical, i.e they - have the same number of outputs in the same order - have the same number of inputs in the same order - have the same set of nodes, and identical connectivity T)Z match_outputZmatch_placeholderr)rmatchlen)r0r1Zmatchermatchesrrrr Rs  r N)rr)Ztorch.fx._compatibilityrZtorch.fx.graphrZtorch.fx.graph_modulerZ#torch.fx.passes.utils.matcher_utilsrZtorch.nnr__all__rr'tupledictrboolr rrrrs0       7