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    þd  ã                   @   s\   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0 ddœdd„Zd
dd	„ZdS )zF Summary utilities

Hacked together by / Copyright 2020 Ross Wightman
é    N)ÚOrderedDictF)Úincc                G   sˆ   t jj| g|¢R Ž }t j |¡s,t  |¡ nX|r„d}|d t|ƒ }t j |¡rv|d }|d t|ƒ }|dk sDJ ‚qD|}t  |¡ |S )Né   ú-éd   )ÚosÚpathÚjoinÚexistsÚmakedirsÚstr)r   r   ÚpathsZoutdirÚcountZ
outdir_inc© r   ú[/var/www/html/stable-diffusion-webui/venv/lib/python3.9/site-packages/timm/utils/summary.pyÚ
get_outdir   s    
r   c           
      C   s°   t | d}| dd„ | ¡ D ƒ¡ | dd„ | ¡ D ƒ¡ |d urJ||d< |rXt |¡ t|dd8}tj|| ¡ d}	|r„|	 	¡  |	 
|¡ W d   ƒ n1 s¢0    Y  d S )	N)Úepochc                 S   s   g | ]\}}d | |f‘qS )Ztrain_r   ©Ú.0ÚkÚvr   r   r   Ú
<listcomp>(   ó    z"update_summary.<locals>.<listcomp>c                 S   s   g | ]\}}d | |f‘qS )Zeval_r   r   r   r   r   r   )   r   ÚlrÚa)Úmode)Ú
fieldnames)r   ÚupdateÚitemsÚwandbÚlogÚopenÚcsvÚ
DictWriterÚkeysÚwriteheaderÚwriterow)
r   Ztrain_metricsZeval_metricsÚfilenamer   Zwrite_headerZ	log_wandbZrowdÚcfZdwr   r   r   Úupdate_summary   s    	

r)   )NFF)	Ú__doc__r"   r   Úcollectionsr   r   ÚImportErrorr   r)   r   r   r   r   Ú<module>   s      ù