1 /** 2 * Copyright 2019 Huawei Technologies Co., Ltd 3 * 4 * Licensed under the Apache License, Version 2.0 (the "License"); 5 * you may not use this file except in compliance with the License. 6 * You may obtain a copy of the License at 7 * 8 * http://www.apache.org/licenses/LICENSE-2.0 9 * 10 * Unless required by applicable law or agreed to in writing, software 11 * distributed under the License is distributed on an "AS IS" BASIS, 12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13 * See the License for the specific language governing permissions and 14 * limitations under the License. 15 */ 16 17 #ifndef MINDSPORE_LITE_SRC_RUNTIME_KERNEL_ARM_FP32_GRAD_CONVOLUTION_H_ 18 #define MINDSPORE_LITE_SRC_RUNTIME_KERNEL_ARM_FP32_GRAD_CONVOLUTION_H_ 19 20 #include <vector> 21 #include "src/lite_kernel.h" 22 23 namespace mindspore::kernel { 24 class ConvolutionTrainCPUKernel : public InnerKernel { 25 public: ConvolutionTrainCPUKernel(OpParameter * parameter,const std::vector<lite::Tensor * > & inputs,const std::vector<lite::Tensor * > & outputs,const lite::InnerContext * ctx)26 explicit ConvolutionTrainCPUKernel(OpParameter *parameter, const std::vector<lite::Tensor *> &inputs, 27 const std::vector<lite::Tensor *> &outputs, const lite::InnerContext *ctx) 28 : InnerKernel(parameter, inputs, outputs, ctx) {} ~ConvolutionTrainCPUKernel()29 ~ConvolutionTrainCPUKernel() override {} 30 31 int Init() override; 32 int ReSize() override; 33 int Run() override; 34 int Execute(int task_id); 35 36 private: 37 int ws_size_ = 0; 38 bool do_img2col_ = true; 39 bool do_dw_ = false; 40 #ifdef ENABLE_ARM32 41 const int chunk_ = C4NUM * 2; 42 #else 43 const int chunk_ = C12NUM * 2; 44 #endif 45 }; 46 47 kernel::InnerKernel *CpuConvTrainFp32KernelCreator(const std::vector<lite::Tensor *> &inputs, 48 const std::vector<lite::Tensor *> &outputs, OpParameter *opParameter, 49 const lite::Context *ctx, const kernel::KernelKey &desc); 50 } // namespace mindspore::kernel 51 52 #endif // MINDSPORE_LITE_SRC_RUNTIME_KERNEL_ARM_FP32_GRAD_CONVOLUTION_H_ 53