o h @sddlZddlZddlZddlZddlmZddlmZddlm Z m Z ddl m Z m Z mZddlmZdZd efd d Zd ed efd dZd ed dfddZ d(ddddddeedeedeed eedeef ddZd(deed dfddZd(deed dfddZd)deed ed dfd!d"Z     d*deedeedeed eedeef d#d$Z d(dddddd%deedeedeed eedeef d&d'ZdS)+N)knobs)proton)register_triton_hookunregister_triton_hook)set_profiling_offset_profiling_onis_command_line)OptionalrreturncCs0tjjjj}|dkrdS|dkrdStd)Ncudacuptihip roctracerz/No backend is available for the current target.)tritonruntimedriveractiveget_current_targetbackend ValueError)rrR/var/www/html/scripts/venv/lib/python3.10/site-packages/triton/profiler/profile.py_select_backends rrcCsFd}|dkr!tjj}|dur!tttjjdddd}|S)Nr backendsnvidialib) rr cupti_dirstrpathlibPath__file__parentabsolute)rlib_pathrrr_get_backend_default_paths &r&cCsB|dkrddg}|D]}t|ddurtd|dq dSdS)NrHIP_VISIBLE_DEVICESCUDA_VISIBLE_DEVICESz3Proton does not work when the environment variable zK is set on AMD GPUs. Please unset it and use `ROCR_VISIBLE_DEVICES` instead)osgetenvr)rhip_device_envsenvrrr _check_env%s r-shadowtreecontextdatarhooknamer1r2r3cCs^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) r DEFAULT_PROFILE_NAMErr-r&rr libprotonstart)r4r1r2rr3 backend_pathrrrr7/s% r7sessioncC8tr |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)r rr6 activate_allactivater9rrrr<h   r<cCr:)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)r rr6deactivate_all deactivater=rrrr@{r>r@hatchet 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.)rr6 finalize_allrr rfinalize)r9rBrrrrDs   rDcs$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)Nr0)r7r@)argskwargsr9retrr1r2funcr3r4rrwrappersz_profiling..wrapper) functoolswraps)rIr4r1r2rr3rJrrHr _profilingsrMr4r1r2rr3cs4|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)NrNrM)frr1r2r3r4rr decoratorszprofile..decoratorrNrO)rIr4r1r2rr3rRrrQrprofilesrS)N)NrA)Nr.r/NN)rKrr)r rtriton._C.libprotonrr6r3rrflagsrrr typingr r5rrr&r-r7intr<r@rDrMrSrrrrs       9