vhNddlmZddlZddlZddlZddlZddlZddlmZ  ddl m Z ddl m Z dZej eZej%d dd e ej%d d eej%ddeej%dddej%ddde ej%ddde ej%ddde ej%ddde  d#d Zd!Zed"k(reej1yy#e$r edwxYw)$) annotationsN)profiler)_pywrap_profiler_plugin)raw_to_tool_dataz-This script requires `xprof` to be installed.a To profile running JAX programs, you first need to start the profiler server in the program of interest. You can do this via `jax.profiler.start_server()`. Once the program is running and the profiler server has started, you can run `collect_profile` to trace the execution for a provided duration. The trace file will be dumped into a directory (determined by `--log_dir`) and by default, a Perfetto UI link will be generated to view the resulting trace. ) descriptionz --log_dirzJDirectory to store log files. Uses a temporary directory if none provided.)defaulthelptypeportzPort to collect trace)r r duration_in_msz)Duration to collect trace in millisecondsz--no_perfetto_linkz Disable creating a perfetto link store_true)r actionz--hostz 127.0.0.1z,Host to collect trace. Defaults to 127.0.0.1z--host_tracer_levelzProfiler host tracer levelz--device_tracer_levelzProfiler device tracer levelz--python_tracer_levelzProfiler Python tracer levelc|||d}tj||ntj} t j |d|t | ||td| | j} | dz dz } | jD cgc]} | | z  } } t| tjj}t|jd}t!j"|gd i\}}t%j&t |d z d 5}|j)|j+d ddd|s+t-j.| }t-j0|yycc} w#1swYN>N>P Q( av (m   +H:67  ))+i7'//13 $|33-3m)9)9:-  ""=1 2&))6(NBG)&! yy]%;;rVs# .737  ! \ :KIF!8sC$D3P(;')HkG)15CA+Q7cC+Q7cC!15!1JM!1),!1CF!1'+!1FC  zvY75 777s DD$