# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. # pylint: disable=used-before-assignment """A context manager that profiles tuning time cost for different parts.""" from contextlib import contextmanager from typing import Optional from tvm_ffi import register_object from tvm.runtime import Object from . import _ffi_api @register_object("s_tir.meta_schedule.Profiler") class Profiler(Object): """Tuning time profiler.""" def __init__(self) -> None: self.__init_handle_by_constructor__( _ffi_api.Profiler, # type: ignore # pylint: disable=no-member ) def get(self) -> dict[str, float]: """Get the profiling results in seconds""" return _ffi_api.ProfilerGet(self) # type: ignore # pylint: disable=no-member def table(self) -> str: """Get the profiling results in a table format""" return _ffi_api.ProfilerTable(self) # type: ignore # pylint: disable=no-member def __enter__(self) -> "Profiler": """Entering the scope of the context manager""" _ffi_api.ProfilerEnterWithScope(self) # type: ignore # pylint: disable=no-member return self def __exit__(self, ptype, value, trace) -> None: """Exiting the scope of the context manager""" _ffi_api.ProfilerExitWithScope(self) # type: ignore # pylint: disable=no-member @staticmethod def current() -> Optional["Profiler"]: """Get the current profiler.""" return _ffi_api.ProfilerCurrent() # type: ignore # pylint: disable=no-member @staticmethod def timeit(name: str): """Timeit a block of code""" @contextmanager def _timeit(): try: f = _ffi_api.ProfilerTimedScope(name) # type: ignore # pylint: disable=no-member yield finally: if f: f() return _timeit()