// Copyright (c) 2019 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. #include "lite/operators/elementwise_ops.h" #include "lite/core/op_registry.h" namespace paddle { namespace lite { namespace operators { bool ElementwiseOp::CheckShape() const { CHECK_OR_FALSE(param_.X); CHECK_OR_FALSE(param_.Y); CHECK_OR_FALSE(param_.Out); return true; } bool ElementwiseOp::InferShape() const { CHECK_OR_FALSE(param_.X->dims().size() >= param_.Y->dims().size()); param_.Out->Resize(param_.X->dims()); auto out_lod = param_.Out->mutable_lod(); *out_lod = param_.X->lod(); return true; } bool ElementwiseOp::AttachImpl(const cpp::OpDesc& opdesc, lite::Scope* scope) { auto X_name = opdesc.Input("X").front(); auto Y_name = opdesc.Input("Y").front(); auto Out_name = opdesc.Output("Out").front(); param_.X = GetVar(scope, X_name); param_.Y = GetVar(scope, Y_name); param_.Out = GetMutableVar(scope, Out_name); param_.axis = opdesc.GetAttr("axis"); return true; } #ifdef LITE_WITH_TRAIN bool ElementwiseGradExplicitOp::CheckShape() const { CHECK_OR_FALSE(param_.Y); CHECK_OR_FALSE(param_.X_grad); CHECK_OR_FALSE(param_.Out_grad); return true; } bool ElementwiseGradExplicitOp::InferShape() const { param_.X_grad->Resize(param_.Out_grad->dims()); if (param_.Y_grad) param_.Y_grad->Resize(param_.Y->dims()); return true; } bool ElementwiseGradExplicitOp::AttachImpl(const cpp::OpDesc& opdesc, lite::Scope* scope) { CHECK_EQ(opdesc.InputArgumentNames().size(), 2UL); auto Y_name = opdesc.Input("Y").front(); auto Out_name = opdesc.Input(framework::GradVarName("Out")).front(); auto X_grad = opdesc.Output(framework::GradVarName("X")).front(); if (opdesc.Output(framework::GradVarName("Y")).size() > 0) { auto Y_grad = opdesc.Output(framework::GradVarName("Y")).front(); param_.Y_grad = GetMutableVar(scope, Y_grad); } param_.Y = GetVar(scope, Y_name); param_.Out_grad = GetVar(scope, Out_name); param_.X_grad = GetMutableVar(scope, X_grad); param_.axis = opdesc.GetAttr("axis"); return true; } #endif } // namespace operators } // namespace lite } // namespace paddle REGISTER_LITE_OP(elementwise_sub, paddle::lite::operators::ElementwiseOp); REGISTER_LITE_OP(elementwise_add, paddle::lite::operators::ElementwiseOp); REGISTER_LITE_OP(elementwise_mul, paddle::lite::operators::ElementwiseOp); REGISTER_LITE_OP(elementwise_max, paddle::lite::operators::ElementwiseOp); REGISTER_LITE_OP(elementwise_div, paddle::lite::operators::ElementwiseOp); #ifdef LITE_WITH_TRAIN REGISTER_LITE_OP(elementwise_sub_grad, paddle::lite::operators::ElementwiseGradExplicitOp); #endif