// Copyright (c) 2018 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 #include "paddle/fluid/framework/op_desc.h" #include "paddle/fluid/framework/type_defs.h" namespace paddle { namespace framework { /* Inplace Inference for create In->Out pairs for inplaced operator. If we specify a pair of corresponding names. For example, X->Out. then Out will inplaced use X's memory. The base class will do legality validation for both variables. */ class InplaceOpInference { public: virtual ~InplaceOpInference() {} virtual std::unordered_map operator()( const OpDesc& op_desc, bool use_cuda) const = 0; }; /* Inplace In and Out for operator only have an Input and an Output. For example, activation op. */ class SingleOpInplaceInToOut : public InplaceOpInference { public: std::unordered_map operator()( const OpDesc& op_desc, bool use_cuda) const override { PADDLE_ENFORCE_EQ(op_desc.InputNames().size(), 1, "Op inputs must be unique"); PADDLE_ENFORCE_EQ(op_desc.OutputNames().size(), 1, "Op outputs must be unique"); auto x_name = op_desc.InputNames().at(0); auto out_name = op_desc.OutputNames().at(0); return std::unordered_map{{x_name, out_name}}; } }; #define DECLARE_INPLACE_OP_INFERER(class_name, ...) \ class class_name final : public ::paddle::framework::InplaceOpInference { \ public: \ std::unordered_map operator()( \ const ::paddle::framework::OpDesc& op_desc, \ bool use_cuda) const final { \ return {__VA_ARGS__}; \ } \ } } // namespace framework } // namespace paddle