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Paddle/paddle/legacy/function/EigenThreadDevice.h

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/* 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. */
#pragma once
#if defined(__OSX__) || defined(__APPLE__)
#include <sys/sysctl.h>
#include <sys/types.h>
#endif
#include "unsupported/Eigen/CXX11/Tensor"
namespace paddle {
#if defined(__ANDROID__)
int GetCpuCount() {
FILE* fp = fopen("/sys/devices/system/cpu/possible", "r");
if (!fp) {
return 1;
}
int rank0, rank1;
int num = fscanf(fp, "%d-%d", &rank0, &rank1);
fclose(fp);
if (num < 2) return 1;
return rank1 + 1;
}
#elif defined(__OSX__) || defined(__APPLE__)
int GetCpuCount() {
int count = 0;
size_t len = sizeof(int);
sysctlbyname("hw.ncpu", &count, &len, NULL, 0);
return count > 0 ? count : 1;
}
#else
int GetCpuCount() { return 1; }
#endif
class EigenDeviceWarpper {
public: // NOLINT
#if EIGEN_USE_THREADS
static Eigen::ThreadPoolDevice* device() {
const int num_cpus = GetCpuCount();
const int num_threads = (num_cpus > 2) ? 2 : num_cpus;
static Eigen::ThreadPool tp(num_threads);
static Eigen::ThreadPoolDevice* device =
new Eigen::ThreadPoolDevice(&tp, num_threads);
return device;
}
static void free_device(Eigen::ThreadPoolDevice* device) {
// do nothing
}
#else
static Eigen::DefaultDevice* device() {
Eigen::DefaultDevice* device = new Eigen::DefaultDevice;
return device;
}
static void free_device(Eigen::DefaultDevice* device) { delete device; }
#endif
};
} // namespace paddle