o
     i                     @   s\  U d dl Z d dlZd dlZd dlmZ d dlmZmZ edkre 	dZ
e
jdddd	 e
 Ze ej eejZi Zeeef ed
< edd e D ]Zedej  edZi eej< eD ]Zejdd  Zede  deej e< dZ e!ed;Z"e#e"Z$de$v rdZ e$d eej e< ede de$d  deej e   n		 W d    qQW d   n1 sw   Y  e sdZ%e&de dej'  eej'dZ(e)d e!e*e(d"Z+e,e-e+. D ]\Z/Z0e)e0dd e/e%kr	 nqW d   n	1 sw   Y  e)d qhqQed ej1ed!d"  e2d#d$ e3 D Z4e5 D ]Z6e4D ]Z7e7ee6 5 vrQd%ee6 e7< q@q<e5 D ]Z6e8e9d&d$ e4D e:e4 d!ee6 d'< qYe;e2d(d$ e3 D dd)Z<e)d*=dd>d+d$ e<D   e5 D ]Z6e)d*=e6d>d,d$ e<D   qdS dS )-    N)Path)AnyDict__main__z9Collect results from a given batch of distributed resultsz-ckz--checkpoint_pathT)requiredresultsc                 C   s   |   S N)is_dir)x r   _/home/ubuntu/.local/lib/python3.10/site-packages/xformers/benchmarks/LRA/batch_fetch_results.py<lambda>   s    r   z
Found results for z*/test_eval_summary.json__zLogs found for task: Frtest_accu_meanzFinal result found for z
 at epoch train_step_idxz:    zNo result found for z, showing the error log in z*.errz5***************************************************** )endz
Collected results:    )indentc                 c   "    | ]}|  D ]}|V  qqd S r   keys.0vtr   r   r   	<genexpr>I        r   g        c                 c   s    | ]	}t t | V  qd S r   )r   attr   r   r   r   r   r   R   s    AVGc                 c   r   r   r   r   r   r   r   r   V   r    )reversez{0:<20}c                 c   s"    | ]}d  |dd V  qdS )
{0:<20}   N
   )formatr"   r   r   r   r   Y   r    c                 c   s"    | ]}d  tt | V  qdS )r%   N)r'   r   r!   r"   r   r   r   r   _   r    )?argparsejsonloggingpathlibr   typingr   r   __name__ArgumentParserparseradd_argument
parse_argsargs	getLoggersetLevelINFOcheckpoint_pathrootr   str__annotations__filteriterdir	attentioninfostemglob
task_jsonstasksplit	task_namefound_resultopenresult_fileloaddctERR_TAILwarningparenterr_logprintnexterr_file	enumeratereversed	readlinesilinedumpssetvaluestasksr   r!   r   roundsumlensorted
tasks_sortr'   joinr   r   r   r   <module>   s   






$,O