/** * Copyright 2021 Huawei Technologies Co., Ltd * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ #include "tools/optimizer/parallel/split_strategy.h" #include #include #include namespace mindspore { namespace opt { std::unordered_map ParserSplitStrategy(SplitMode parallel_mode) { std::unordered_map split_strategys; if (kSplitRatio.empty() || kSplitDefaultRatio.empty() || kSplitDevTypes.empty()) { return split_strategys; } if (kSplitRatio.size() != kSplitDevTypes.size()) { return split_strategys; } std::vector> split_feature_map; std::vector> split_weight; switch (parallel_mode) { case SplitN: split_feature_map = {kSplitRatio, kSplitDefaultRatio, kSplitDefaultRatio, kSplitDefaultRatio}; split_weight = {kSplitDefaultRatio, kSplitDefaultRatio, kSplitDefaultRatio, kSplitDefaultRatio}; break; case SplitH: split_feature_map = {kSplitDefaultRatio, kSplitRatio, kSplitDefaultRatio, kSplitDefaultRatio}; split_weight = {kSplitDefaultRatio, kSplitDefaultRatio, kSplitDefaultRatio, kSplitDefaultRatio}; break; case SplitCIN: split_feature_map = {kSplitDefaultRatio, kSplitDefaultRatio, kSplitDefaultRatio, kSplitRatio}; split_weight = {kSplitDefaultRatio, kSplitDefaultRatio, kSplitDefaultRatio, kSplitRatio}; break; case SplitCOUT: split_feature_map = {kSplitDefaultRatio, kSplitDefaultRatio, kSplitDefaultRatio, kSplitDefaultRatio}; split_weight = {kSplitRatio, kSplitDefaultRatio, kSplitDefaultRatio, kSplitDefaultRatio}; break; default: return split_strategys; } opt::Strategys strategys = {split_feature_map, split_weight}; split_strategys[opt::kSplitOp] = {strategys, kSplitDevTypes, kSplitDevTypes.size()}; return split_strategys; } } // namespace opt } // namespace mindspore