o
    #i                     @   sd   d dl mZmZ d dlZd dlmZ dddZdd Zdejj	d	ee fd
dZ
dd	efddZdS )    )DictOptionalN
LazyStringc                    s2   fdd dvrdd< t  fddS )z;
    Returns a LazyString that formats the graph code.
    c                      s    d ur d  S S )N  r   )maybe_idnamer   M/home/ubuntu/SoloSpeech/.venv/lib/python3.10/site-packages/torch/fx/_utils.pyformat_name   s   z+lazy_format_graph_code.<locals>.format_nameprint_outputFc                      s(   t d   djjjjdi S )Nz===== z =====
r   )_format_graph_codeforward__code__co_filenameprint_readabler   )r   gmkwargsr   r
   <lambda>   s
    z(lazy_format_graph_code.<locals>.<lambda>r   )r	   r   r   r   r   )r   r   r   r   r	   r
   lazy_format_graph_code	   s   r   c                 C   s   d|  d| d| dS )z7
    Returns a string that formats the graph code.
    zTRACED GRAPH
 r   
r   )r	   filename	graph_strr   r   r
   r       s   r   graphreturnc                 C   s2   | j D ]}|jdkrd|jv r|jd   S qdS )zF
    Returns the nn_module_stack of the first call_function node.
    call_functionnn_module_stackN)nodesopmeta)r   noder   r   r
   #first_call_function_nn_module_stack'   s
   
r!      c                 C   sL   g }| }t |D ]}||  |jdkr n|j}qd|ddd S )zD
    Returns a string of the last num_nodes nodes in the graph.
    rootr   N)rangeappendformat_noder   prevjoin)r    	num_nodesnode_contextscurir   r   r
   get_node_context1   s   
r.   )N)r"   )typingr   r   torchtorch._loggingr   r   r   fxGraphr!   strr.   r   r   r   r
   <module>   s   

