// Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. // // 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. #pragma once #include #include "paddle/fluid/framework/ir/fuse_pass_base.h" #include "paddle/fluid/framework/ir/pass.h" namespace phi { class DenseTensor; } // namespace phi namespace paddle { namespace framework { class Scope; } // namespace framework } // namespace paddle namespace paddle { namespace framework { namespace ir { class GatherSqueezePass : public FusePassBase { protected: void ApplyImpl(ir::Graph* graph) const override; private: /* add transpose2 before gather + squeeze2 For example: graph: x | gather (axis = -1) | squeeze2 (axis = -1) | output ------------------------------------------------------ After the pass is applied: x | transpose2 (2, 0, 1) | gather (axis = 0) | squeeze2 (axis = 0) | output */ void AddTranspose(ir::Graph* graph) const; const std::string name_scope_{"gather_squeeze_pass"}; }; } // namespace ir } // namespace framework } // namespace paddle