/** * Copyright 2019 Huawei Technologies Co., Ltd * * 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. */ #ifndef MINDSPORE_CCSRC_MINDDATA_DATASET_UTIL_RANDOM_H_ #define MINDSPORE_CCSRC_MINDDATA_DATASET_UTIL_RANDOM_H_ #if defined(_WIN32) || defined(_WIN64) #include #endif #include #include #include #include #include #include #include "minddata/dataset/core/config_manager.h" #include "minddata/dataset/core/global_context.h" #include "utils/log_adapter.h" namespace mindspore { namespace dataset { inline std::mt19937 GetRandomDevice() { #if defined(_WIN32) || defined(_WIN64) unsigned int number; rand_s(&number); std::mt19937 random_device{static_cast(number)}; #else int i = 0; while (i < 5) { try { std::mt19937 random_device{std::random_device("/dev/urandom")()}; return random_device; } catch (const std::exception &e) { MS_LOG(WARNING) << "Get std::random_device failed, retry: " << i << ", error: " << e.what(); std::this_thread::sleep_for(std::chrono::milliseconds(10)); i++; } } std::mt19937 random_device{std::random_device("/dev/urandom")()}; #endif return random_device; } inline uint32_t GetNewSeed() { std::mt19937 random_device = GetRandomDevice(); std::uniform_int_distribution distribution(0, std::numeric_limits::max()); return distribution(random_device); } inline uint32_t GetSeed() { uint32_t seed = GlobalContext::config_manager()->seed(); if (seed == std::mt19937::default_seed) { seed = GetNewSeed(); } return seed; } } // namespace dataset } // namespace mindspore #endif // MINDSPORE_CCSRC_MINDDATA_DATASET_UTIL_RANDOM_H_