
    Ng-                     b    d Z ddlZddlZddlmZ 	 ddlZn# e$ r Y nw xY wdddZ	 	 	 ddZdS )	zF Summary utilities

Hacked together by / Copyright 2020 Ross Wightman
    N)OrderedDictF)incc                   t          j        j        | g|R  }t           j                            |          st          j        |           n|rd}|dz   t          |          z   }t           j                            |          rA|dz   }|dz   t          |          z   }|dk     sJ t           j                            |          A|}t          j        |           |S )N   -d   )ospathjoinexistsmakedirsstr)r
   r   pathsoutdircount
outdir_incs         N/var/www/html/ai-engine/env/lib/python3.11/site-packages/timm/utils/summary.py
get_outdirr      s    W\$''''F7>>&!! 

F	 c\CJJ.
gnnZ(( 	AIE#E

2J3;;;; gnnZ(( 	 
FM    c                 "   t          |           }|                    d |                                D                        |r1|                    d |                                D                        |||d<   |rt          j        |           t          |d          5 }t          j        ||                                          }	|r|		                                 |	
                    |           d d d            d S # 1 swxY w Y   d S )N)epochc                 "    g | ]\  }}d |z   |fS )train_ .0kvs      r   
<listcomp>z"update_summary.<locals>.<listcomp>(   s%    EEEtq!(Q,"EEEr   c                 "    g | ]\  }}d |z   |fS )eval_r   r   s      r   r   z"update_summary.<locals>.<listcomp>*   s%    GGG$!Qgk1%GGGr   lra)mode)
fieldnames)r   updateitemswandblogopencsv
DictWriterkeyswriteheaderwriterow)
r   train_metricseval_metricsfilenamer"   write_header	log_wandbrowdcfdws
             r   update_summaryr8      sT    U###DKKEE}/B/B/D/DEEEFFF IGG,2D2D2F2FGGGHHH	~T
 	$	hS	!	!	! R^B499;;777 	NN
D	                 s   #ADDD)NFF)	__doc__r+   r	   collectionsr   r(   ImportErrorr   r8   r   r   r   <module>r<      s     


 				 # # # # # #	LLLL 	 	 	D	 "'     *      s    