1 /** 2 * Copyright 2020-2021 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_CCSRC_BACKEND_KERNEL_COMPILER_CPU_SPARSE_APPLY_FTRL_CPU_KERNEL_H_ 18 #define MINDSPORE_CCSRC_BACKEND_KERNEL_COMPILER_CPU_SPARSE_APPLY_FTRL_PS_KERNEL_H_ 19 20 #include <vector> 21 #include <memory> 22 #include "backend/kernel_compiler/cpu/ps/pserver_kernel.h" 23 #include "backend/kernel_compiler/cpu/sparse_apply_ftrl_cpu_kernel.h" 24 25 namespace mindspore { 26 namespace kernel { 27 namespace ps { 28 using mindspore::kernel::SparseApplyFtrlCPUKernel; 29 class SparseApplyFtrlPSKernel : public SparseApplyFtrlCPUKernel, public PServerKernel { 30 public: SparseApplyFtrlPSKernel(size_t rank_id,size_t pserver_num,size_t worker_num)31 SparseApplyFtrlPSKernel(size_t rank_id, size_t pserver_num, size_t worker_num) 32 : PServerKernel(rank_id, pserver_num, worker_num), init_accum_(0.1) {} 33 ~SparseApplyFtrlPSKernel() override = default; 34 35 void InitKernel(const CNodePtr &cnode, 36 const std::shared_ptr<std::vector<std::shared_ptr<std::vector<size_t>>>> &) override; 37 void ReInit(const std::vector<std::vector<size_t>> &) override; 38 39 bool Execute(const std::vector<AddressPtr> &inputs, const std::vector<AddressPtr> &workspace, 40 const std::vector<AddressPtr> &outputs) override; 41 42 const std::vector<size_t> &input_sizes() const override; 43 const std::vector<size_t> &output_sizes() const override; 44 const std::vector<size_t> &workspace_sizes() const override; init_accum()45 const float init_accum() const { return init_accum_; } 46 47 protected: 48 void ReInit(const std::vector<AddressPtr> &) override; 49 float init_accum_{0.1}; 50 }; 51 } // namespace ps 52 } // namespace kernel 53 } // namespace mindspore 54 55 #endif // MINDSPORE_CCSRC_BACKEND_KERNEL_COMPILER_CPU_SPARSE_APPLY_FTRL_PS_KERNEL_H_ 56