o cZh @sddlZddlZddlZddlZddlmZddlmZm Z ddl m Z m Z m Z ddlmZdZdefd d Zd edefd d Zd eddfddZ d'ddddddeedeedeed eedeef ddZd'deeddfddZd'deeddfddZd(deededdfd d!Z     d)deedeedeed eedeef d"d#Z d'dddddd$deedeedeed eedeef d%d&ZdS)*N)proton)register_triton_hookunregister_triton_hook)set_profiling_offset_profiling_onis_command_line)OptionalrreturncCs0tjjjj}|dkrdS|dkrdStd)NcudacuptiZhip roctracerz/No backend is available for the current target.)tritonZruntimeZdriveractiveZget_current_targetbackend ValueError)rrF/var/www/auris/lib/python3.10/site-packages/triton/profiler/profile.py_select_backends rrcCsJd}|dkr#tdd}|dur#tttjjdddd}|S)Nr ZTRITON_CUPTI_LIB_PATHbackendsZnvidialib)osgetenvstrpathlibPath__file__parentabsolute)rZlib_pathrrr_get_backend_default_paths  &r cCsB|dkrddg}|D]}t|ddurtd|dq dSdS)Nr ZHIP_VISIBLE_DEVICESZCUDA_VISIBLE_DEVICESz3Proton does not work when the environment variable zK is set on AMD GPUs. Please unset it and use `ROCR_VISIBLE_DEVICES` instead)rrr)rZhip_device_envsenvrrr _check_env$s r"shadowtreecontextdatarhooknamer&r'r(cCs^trdS|dur t}|durt}t|t|}t|r&|dkr&tt|||||S)a Start profiling with the given name and backend. Usage: ```python proton.start("my_profile") # do something proton.finalize() ``` Args: name (str, optional): The name (with path) of the profiling session. If not provided, the default name is "~/proton.hatchet". backend (str, optional): The backend to use for profiling. Available options are [None, "cupti", "cupti_pcsampling", "roctracer"]. Defaults to None, which automatically selects the backend matching the current active runtime. context (str, optional): The context to use for profiling. Available options are ["shadow", "python"]. Defaults to "shadow". data (str, optional): The data structure to use for profiling. Available options are ["tree"]. Defaults to "tree". hook (str, optional): The hook to use for profiling. Available options are [None, "triton"]. Defaults to None. Returns: session (int): The session ID of the profiling session. Nr) rDEFAULT_PROFILE_NAMErr"r rr libprotonstart)r)r&r'rr( backend_pathrrrr,.s% r,sessioncC8tr |dkr td|durtdSt|dS)z Activate the specified session. The profiling session will be active and data will be recorded. Args: session (int): The session ID of the profiling session. Defaults to None (all sessions) Returns: None rzEOnly one session can be activated when running from the command line.N)rrr+Z activate_allactivater.rrrr0g   r0cCr/)a  Stop the specified session. The profiling session's data will still be in the memory, but no more data will be recorded. Args: session (int): The session ID of the profiling session. Defaults to None (all sessions) Returns: None rzGOnly one session can be deactivated when running from the command line.N)rrr+Zdeactivate_all deactivater1rrrr3zr2r3hatchet output_formatcCsH|durtt|tdStr|dkrtdt||dS)a Finalizes a profiling session. Flush and write the profiling data to the file specified by the session name. Args: session (int, optional): The session ID to finalize. If None, all sessions are finalized. Defaults to None. output_format (str, optional): The output format for the profiling results. Aavailable options are ["hatchet"]. Returns: None NrzEOnly one session can be finalized when running from the command line.)rr+Z finalize_allrrrfinalize)r.r5rrrr6s   r6cs$tfdd}|S)z Context manager for profiling. Internally use only. Args: See start() for the arguments. Returns: wrapper (function): The wrapped function. cs,td}|i|}t||S)Nr%)r,r3)argskwargsr.retrr&r'funcr(r)rrwrappersz_profiling..wrapper) functoolswraps)r;r)r&r'rr(r<rr:r _profilingsr?r)r&r'rr(cs4|durfdd}|St|dS)z Decorator for profiling. Usage: ```python @proton.profile def foo(): pass ``` Args: See start() for the arguments. Returns: decorator (function): The decorator function. Ncst|dS)Nr@r?)frr&r'r(r)rr decoratorszprofile..decoratorr@rA)r;r)r&r'rr(rDrrCrprofilesrE)N)Nr4)Nr#r$NN)r=rrrZtriton._C.libprotonrr+r(rrflagsrrrtypingr r*rrr r"r,intr0r3r6r?rErrrrs      9