1 /** 2 * Copyright 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_FRONTEND_PARALLEL_OPS_INFO_MAXPOOL_INFO_H_ 18 #define MINDSPORE_CCSRC_FRONTEND_PARALLEL_OPS_INFO_MAXPOOL_INFO_H_ 19 20 #include <string> 21 #include <memory> 22 #include <unordered_map> 23 #include <vector> 24 25 #include "ir/value.h" 26 #include "frontend/parallel/auto_parallel/operator_costmodel.h" 27 #include "frontend/parallel/ops_info/operator_info.h" 28 #include "frontend/parallel/strategy.h" 29 30 namespace mindspore { 31 namespace parallel { 32 class MaxPoolInfo : public OperatorInfo { 33 public: MaxPoolInfo(const std::string & operator_name,const Shapes & inputs_shape,const Shapes & outputs_shape,const PrimitiveAttrs & attrs)34 MaxPoolInfo(const std::string &operator_name, const Shapes &inputs_shape, const Shapes &outputs_shape, 35 const PrimitiveAttrs &attrs) 36 : OperatorInfo(operator_name, inputs_shape, outputs_shape, attrs, std::make_shared<MaxPoolCost>()) {} 37 ~MaxPoolInfo() override = default; 38 39 Status Init(const StrategyPtr &strategy) override; 40 Status InitForCostModel(const StrategyPtr &strategy) override; 41 std::vector<StrategyPtr> GenerateOpStrategies(int64_t) override; 42 Status SetCostUnderStrategy(const StrategyPtr &) override; 43 44 protected: 45 Status GetAttrs() override; 46 Status CheckStrategy(const StrategyPtr &strategy) override; InferForwardCommunication()47 Status InferForwardCommunication() override { return SUCCESS; } 48 Status InferDevMatrixShape() override; 49 Status InferTensorMap() override; 50 Status CheckHWStrategy(int64_t h_strategy, int64_t w_strategy); 51 52 private: 53 std::vector<int64_t> kernel_size_; // four integers 54 int64_t pad_mode_ = 0; // "same": 1; "valid": 2; 55 std::vector<int64_t> stride_; // four integers 56 std::string format_; 57 }; 58 59 class AvgPoolInfo : public MaxPoolInfo { 60 public: AvgPoolInfo(const std::string & name,const Shapes & inputs_shape,const Shapes & outputs_shape,const PrimitiveAttrs & attrs)61 AvgPoolInfo(const std::string &name, const Shapes &inputs_shape, const Shapes &outputs_shape, 62 const PrimitiveAttrs &attrs) 63 : MaxPoolInfo(name, inputs_shape, outputs_shape, attrs) {} 64 ~AvgPoolInfo() override = default; 65 }; 66 67 constexpr int64_t POOL_PAD_MODE_SAME = 1; 68 constexpr int64_t POOL_PAD_MODE_VALID = 2; 69 } // namespace parallel 70 } // namespace mindspore 71 72 #endif // MINDSPORE_CCSRC_FRONTEND_PARALLEL_OPS_INFO_MAXPOOL_INFO_H_ 73