/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserve. Licensed 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. */ #include "ThreadLocal.h" #include #include "Util.h" DEFINE_bool(thread_local_rand_use_global_seed, false, "Whether to use global seed in thread local rand."); namespace paddle { unsigned int ThreadLocalRand::defaultSeed_ = 1; ThreadLocal ThreadLocalRand::seed_; unsigned int* ThreadLocalRand::getSeed() { unsigned int* p = seed_.get(false /*createLocal*/); if (!p) { // init seed if (FLAGS_thread_local_rand_use_global_seed) { p = new unsigned int(defaultSeed_); } else if (getpid() == getTID()) { // main thread // deterministic, but differs from global srand() p = new unsigned int(defaultSeed_ - 1); } else { p = new unsigned int(defaultSeed_ + getTID()); VLOG(3) << "thread use undeterministic rand seed:" << *p; } seed_.set(p); } return p; } ThreadLocal ThreadLocalRandomEngine::engine_; std::default_random_engine& ThreadLocalRandomEngine::get() { auto engine = engine_.get(false); if (!engine) { engine = new std::default_random_engine; int defaultSeed = ThreadLocalRand::getDefaultSeed(); engine->seed(FLAGS_thread_local_rand_use_global_seed ? defaultSeed : defaultSeed + getTID()); engine_.set(engine); } return *engine; } } // namespace paddle