o
    wi                     @   sP   d dl mZ d dlmZ d dlmZ d dlmZ d dlm	Z	 dd Z
dd	 Zd
S )   )	AttrValue)GraphDef)NodeDef)TensorShapeProto)
VersionDefc                 C   s    dd l }|| }|j}t|S )N    )onnxloadgraphparse)fnamer   mg r   T/home/ubuntu/sommelier/.venv/lib/python3.10/site-packages/tensorboardX/onnx_graph.pyload_onnx_graph   s   
r   c           	      C   sZ  g }g }dd l }|| j| jD ]}|| q|D ]1}t|j tdd |jj	j
jD d}|t|jjdddg t|jj	jdt|d	d
d q| jD ]B}g }|jD ]}|ddd | D  qVd|jdd}t|jd  |t|jd jdd|j|jdt|did qOi }|D ]}|jd |j ||j< qt|tdddS )Nr   c                 S   s   g | ]	}t j|jd qS ))size)r   Dim	dim_value).0dr   r   r   
<listcomp>   s    zparse.<locals>.<listcomp>)dimutf_8)encodingVariable)type)shape)dtyper   )nameopinputattrz = c                 S   s   g | ]}t |d  qS )r   )str)r   fr   r   r   r   '   s    z, 
parameters)s_   )producer)nodeversions)	itertoolschainr!   outputappendprintr   r   r   tensor_typer   r   r   encoder   	elem_typer*   	attributejoin
ListFieldsop_typer    r   r   )	r
   nodes_protonodesr,   r*   
shapeprotor"   r&   mappingr   r   r   r      sD   




 
r   N)proto.attr_value_pb2r   proto.graph_pb2r   proto.node_def_pb2r   proto.tensor_shape_pb2r   proto.versions_pb2r   r   r   r   r   r   r   <module>   s    