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_TOPK_INFO_H_ 18 #define MINDSPORE_CCSRC_FRONTEND_PARALLEL_OPS_INFO_TOPK_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 // the last dimension of input can not be split, other dimensions can be split 33 class TopKInfo : public OperatorInfo { 34 public: TopKInfo(const std::string & operator_name,const Shapes & inputs_shape,const Shapes & outputs_shape,const PrimitiveAttrs & attrs)35 TopKInfo(const std::string &operator_name, const Shapes &inputs_shape, const Shapes &outputs_shape, 36 const PrimitiveAttrs &attrs) 37 : OperatorInfo(operator_name, inputs_shape, outputs_shape, attrs, std::make_shared<TopKCost>()) {} 38 ~TopKInfo() override = default; 39 40 Status Init(const StrategyPtr &strategy) override; 41 Status InitForCostModel(const StrategyPtr &strategy) override; 42 std::vector<StrategyPtr> GenerateOpStrategies(int64_t) override; 43 Status SetCostUnderStrategy(const StrategyPtr &) override; 44 45 protected: GetAttrs()46 Status GetAttrs() override { return SUCCESS; } 47 Status CheckStrategy(const StrategyPtr &strategy) override; InferForwardCommunication()48 Status InferForwardCommunication() override { return SUCCESS; } 49 Status InferMirrorOps() override; // can not use OperatorInfo::InferMirrorOps(), since the 'k' of topk is scalar 50 Status InferDevMatrixShape() override; 51 Status InferTensorMap() override; 52 Status InferAsLossDivisor() override; 53 }; 54 55 using TopKInfoPtr = std::shared_ptr<TopKInfo>; 56 } // namespace parallel 57 } // namespace mindspore 58 59 #endif // MINDSPORE_CCSRC_FRONTEND_PARALLEL_OPS_INFO_TOPK_INFO_H_ 60