// 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. #pragma once #include #include #include "paddle/fluid/lite/core/kernel.h" #include "paddle/fluid/lite/core/op_lite.h" #include "paddle/fluid/lite/core/scope.h" #include "paddle/fluid/lite/operators/op_params.h" #include "paddle/fluid/lite/utils/all.h" namespace paddle { namespace lite { namespace operators { class MulOpLite : public OpLite { public: MulOpLite() {} explicit MulOpLite(const std::string &type) : OpLite(type) {} bool CheckShape() const override; bool InferShape() const override; void AttachKernel(KernelBase *kernel) override { kernel->SetParam(param_); } // TODO(Superjomn) replace framework::OpDesc with a lite one. bool AttachImpl(const OpDesc &op_desc, lite::Scope *scope) override { auto input = op_desc.Input("X").front(); auto W = op_desc.Input("Y").front(); auto out = op_desc.Output("Out").front(); auto *var = scope->FindVar(input); CHECK(var); param_.x = var->GetMutable(); var = scope->FindVar(W); CHECK(var); param_.y = var->GetMutable(); CHECK(scope->FindVar(out)); param_.output = scope->FindVar(out)->GetMutable(); param_.x_num_col_dims = GetAttr(op_desc.GetAttr("x_num_col_dims")); param_.y_num_col_dims = GetAttr(op_desc.GetAttr("y_num_col_dims")); return true; } std::string DebugString() const override { return "mul"; } private: mutable MulParam param_; }; class MulGradOpLite : public OpLite { public: MulGradOpLite() {} explicit MulGradOpLite(const std::string &type) : OpLite(type) {} bool CheckShape() const override; bool InferShape() const override; void AttachKernel(KernelBase *kernel) override { kernel->SetParam(param_); } bool AttachImpl(const OpDesc &op_desc, lite::Scope *scope) override; std::string DebugString() const override { return "mul_grad"; } private: mutable MulGradParam param_; }; } // namespace operators } // namespace lite } // namespace paddle