/** * 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. */ #include #include "kernel/cpu/sub_cpu_kernel.h" #include "device/cpu/cpu_device_address.h" namespace mindspore { namespace kernel { void SubCPUKernel::InitKernel(const CNodePtr &kernel_node) { auto shape = AnfAlgo::GetPrevNodeOutputInferShape(kernel_node, 1); if (shape.size() == 1) { if (shape[0] != 1) { MS_LOG(EXCEPTION) << "input 1 only support scalar"; } } else { MS_LOG(EXCEPTION) << "input 1 only support scalar"; } } void sub_task(const int *in_addr, int *out_addr, size_t lens, int offset) { for (size_t i = 0; i < lens; i++) { out_addr[i] = in_addr[i] - offset; } } bool SubCPUKernel::Launch(const std::vector &inputs, const std::vector & /*workspace*/, const std::vector &outputs) { #if defined(_WIN32) || defined(_WIN64) auto start_time = std::chrono::steady_clock::now(); #else struct timeval start_time, end_time; (void)gettimeofday(&start_time, nullptr); #endif auto input_addr = reinterpret_cast(inputs[0]->addr); auto output_addr = reinterpret_cast(outputs[0]->addr); offset_ = *reinterpret_cast(inputs[1]->addr); MS_LOG(INFO) << "offset: " << offset_; auto lens = inputs[0]->size / sizeof(int); if (lens < 10000) { for (size_t i = 0; i < lens; i++) { output_addr[i] = input_addr[i] - offset_; } } else { const size_t thread_num = 4; std::thread threads[4]; size_t process_lens = (lens + thread_num - 1) / thread_num; size_t process_offset = 0; for (size_t i = 0; i < thread_num; i++) { threads[i] = std::thread(sub_task, input_addr + process_offset, output_addr + process_offset, process_lens, offset_); if (process_offset + process_lens > lens) { process_lens = lens - process_offset; process_offset = lens; } else { process_offset += process_lens; } } for (size_t i = 0; i < thread_num; i++) { threads[i].join(); } } #if defined(_WIN32) || defined(_WIN64) auto end_time = std::chrono::steady_clock::now(); std::chrono::duration> cost = end_time - start_time; MS_LOG(INFO) << "SubscaleCPUKernel, used time: " << cost.count() << " us"; #else (void)gettimeofday(&end_time, nullptr); uint64_t time = 1000000 * static_cast(end_time.tv_sec - start_time.tv_sec); time += static_cast(end_time.tv_usec - start_time.tv_usec); MS_LOG(INFO) << "SubCPUKernel, used time: " << time << " us"; #endif return true; } } // namespace kernel } // namespace mindspore