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_RESIZEBILINEAR_INFO_H_ 18 #define MINDSPORE_CCSRC_FRONTEND_PARALLEL_OPS_INFO_RESIZEBILINEAR_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 ResizeBilinearInfo : public OperatorInfo { 33 public: ResizeBilinearInfo(const std::string & operator_name,const Shapes & inputs_shape,const Shapes & outputs_shape,const PrimitiveAttrs & attrs)34 ResizeBilinearInfo(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<ResizeBilinearCost>()) {} 37 ~ResizeBilinearInfo() 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> size_; // four integers, NCHW 54 bool align_corners_; 55 }; 56 57 class ResizeNearestNeighborInfo : public ResizeBilinearInfo { 58 public: ResizeNearestNeighborInfo(const std::string & name,const Shapes & inputs_shape,const Shapes & outputs_shape,const PrimitiveAttrs & attrs)59 ResizeNearestNeighborInfo(const std::string &name, const Shapes &inputs_shape, const Shapes &outputs_shape, 60 const PrimitiveAttrs &attrs) 61 : ResizeBilinearInfo(name, inputs_shape, outputs_shape, attrs) {} 62 ~ResizeNearestNeighborInfo() override = default; 63 }; 64 65 } // namespace parallel 66 } // namespace mindspore 67 68 #endif // MINDSPORE_CCSRC_FRONTEND_PARALLEL_OPS_INFO_RESIZEBILINEAR_INFO_H_ 69