j 8ddlmZmZddlmZddlmZddlmZddl m Z ddl m Z gdZ ed Gd d e Zed  ddededededeeeeefff dZed dededefdZdS))DictTuple) compatibility)Graph) GraphModule)SubgraphMatcher)Module) HolderModulelift_subgraph_as_modulecompare_graphsF)is_backward_compatiblec"eZdZdZfdZxZS)r zy HolderModule is used to copy all the attributes from original module to submodules that uses the attributes ct|D]\}}|||dS)N)super__init__items add_module)selfdkv __class__s MC:\Projects\Historical\venv\Lib\site-packages\torch/fx/passes/utils/common.pyrzHolderModule.__init__sU GGII " "DAq OOAq ! ! ! ! " ")__name__ __module__ __qualname____doc__r __classcell__)rs@rr r sB """""""""rr rgmsubgraph comp_name class_namereturncti}i}|jD]}|jdvr |j}t |t sJ|d}|} |} |ddD]U} t| | s#| | tit| | } t| | } V|d} t| | } |d|||<t| | | 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 ) call_moduleget_attr.N) r nodesoptarget isinstancestrsplithasattrrgetattrsetattrr)r!r"r#r$ submoduleorig_to_split_fqn_mappingnr-target_name_partscurrorig_gmnameleaf_node_name leaf_nodes rr r s76R  I02 ^11 42 2 2 &#&&&&&"LL--%crc* - -D4&& 8l2&6&67774&&Dgt,,GG*2.G^44 /8,C,C6,C,C!&)ni0000 y(J 7 79R RRrleftrightcvt|dd}||}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) match_outputmatch_placeholderr)rmatchlen)r=r>matchermatchess rr r Ss:dNNNGmmE""G w<rOs111111 ------?????? H G Ge,,, " " " " "6 " "-, "e,,,# 4S4S4S4S4S 4S  ;S#X &' 4S4S4S-,4Sne,,,  u    -,   r