1 /** 2 * Copyright 2022 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 #ifndef MINDSPORE_CCSRC_BACKEND_OPTIMIZER_ASCEND_MINDIR_OPTIMIZER_UNIFY_OUTPUT_H_ 17 #define MINDSPORE_CCSRC_BACKEND_OPTIMIZER_ASCEND_MINDIR_OPTIMIZER_UNIFY_OUTPUT_H_ 18 19 #include "include/backend/optimizer/optimizer.h" 20 #include "include/backend/optimizer/pattern_to_pattern.h" 21 22 namespace mindspore { 23 namespace opt { 24 class BuildTupleGetFunc { 25 public: BuildTupleGetFunc(const size_t output_size)26 explicit BuildTupleGetFunc(const size_t output_size) : output_size_(output_size) {} 27 AnfNodePtr operator()(const PatternMap &m, const AnfNodePtr &get_item) const; 28 size_t output_size_; 29 }; 30 class FtrlUnifyOutput : public PatternToPatternPass { 31 public: FtrlUnifyOutput()32 FtrlUnifyOutput() : PatternToPatternPass("ftrl_unify_output", true) {} 33 ~FtrlUnifyOutput() override = default; 34 35 void DefineSrcPattern(SrcPattern *src_pattern) override; 36 void DefineDstPattern(DstPattern *dst_pattern) override; 37 bool CheckMatchedDAG(const PatternMap &, const FuncGraphPtr &, const AnfNodePtr &) const override; 38 }; 39 class MomentumUnifyOutput : public PatternToPatternPass { 40 public: MomentumUnifyOutput()41 MomentumUnifyOutput() : PatternToPatternPass("momentum_unify_output", true) {} 42 ~MomentumUnifyOutput() override = default; 43 44 void DefineSrcPattern(SrcPattern *src_pattern) override; 45 void DefineDstPattern(DstPattern *dst_pattern) override; 46 bool CheckMatchedDAG(const PatternMap &, const FuncGraphPtr &, const AnfNodePtr &) const override; 47 }; 48 class CenteredRMSPropUnifyOutput : public PatternToPatternPass { 49 public: CenteredRMSPropUnifyOutput()50 CenteredRMSPropUnifyOutput() : PatternToPatternPass("centered_rmsprop_unify_output", true) {} 51 ~CenteredRMSPropUnifyOutput() override = default; 52 53 void DefineSrcPattern(SrcPattern *src_pattern) override; 54 void DefineDstPattern(DstPattern *dst_pattern) override; 55 bool CheckMatchedDAG(const PatternMap &, const FuncGraphPtr &, const AnfNodePtr &) const override; 56 }; 57 class RMSPropUnifyOutput : public PatternToPatternPass { 58 public: RMSPropUnifyOutput()59 RMSPropUnifyOutput() : PatternToPatternPass("rmsprop_unify_output", true) {} 60 ~RMSPropUnifyOutput() override = default; 61 62 void DefineSrcPattern(SrcPattern *src_pattern) override; 63 void DefineDstPattern(DstPattern *dst_pattern) override; 64 bool CheckMatchedDAG(const PatternMap &, const FuncGraphPtr &, const AnfNodePtr &) const override; 65 }; 66 } // namespace opt 67 } // namespace mindspore 68 #endif // MINDSPORE_CCSRC_BACKEND_OPTIMIZER_ASCEND_MINDIR_OPTIMIZER_UNIFY_OUTPUT_H_ 69