o
    پi-                     @   sb   d Z ddlZddlZddlmZ zddlZW n	 ey   Y nw ddddZ			d
dd	ZdS )zF Summary utilities

Hacked together by / Copyright 2020 Ross Wightman
    N)OrderedDictF)incc                G   s   t jj| g|R  }t j|st | |S |rHd}|d t| }t j|rA|d }|d t| }|dk s;J t j|s)|}t | |S )N   -d   )ospathjoinexistsmakedirsstr)r   r   pathsoutdircount
outdir_inc r   F/home/ubuntu/.local/lib/python3.10/site-packages/timm/utils/summary.py
get_outdir   s   


r   c           
      C   s   t | d}|dd | D  |r|dd | D  |d ur'||d< |r.t| t|dd}tj|| d}	|rD|		  |	
| W d    d S 1 sTw   Y  d S )	N)epochc                 S      g | ]
\}}d | |fqS )train_r   .0kvr   r   r   
<listcomp>(       z"update_summary.<locals>.<listcomp>c                 S   r   )eval_r   r   r   r   r   r   *   r   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dwr   r   r   update_summary   s   
	
"r4   )NFF)	__doc__r'   r   collectionsr   r$   ImportErrorr   r4   r   r   r   r   <module>   s    