// 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 #include #include "paddle/fluid/lite/core/kernel.h" #include "paddle/fluid/lite/core/op_lite.h" #include "paddle/fluid/lite/core/op_registry.h" #include "paddle/fluid/lite/core/scope.h" #include "paddle/fluid/lite/core/tensor.h" #include "paddle/fluid/lite/operators/op_params.h" #include "paddle/fluid/lite/utils/all.h" namespace paddle { namespace lite { namespace operators { class ScaleOp : public OpLite { public: ScaleOp() {} explicit ScaleOp(const std::string &type) : OpLite(type) {} bool CheckShape() const override { CHECK_OR_FALSE(param_.x); CHECK_OR_FALSE(param_.output); return true; } bool InferShape() const override { param_.output->Resize(param_.x->dims()); return true; } void AttachKernel(KernelBase *kernel) override { kernel->SetParam(param_); } // TODO(Superjomn) replace framework::OpDesc with a lite one. bool AttachImpl(const framework::OpDesc &op_desc, lite::Scope *scope) override { auto x = op_desc.Input("X").front(); auto out = op_desc.Output("Out").front(); param_.x = scope->FindVar(x)->GetMutable(); CHECK(scope->FindVar(out)); param_.output = scope->FindVar(out)->GetMutable(); param_.scale = boost::get(op_desc.GetAttr("scale")); param_.bias = boost::get(op_desc.GetAttr("bias")); param_.bias_after_scale = boost::get(op_desc.GetAttr("bias_after_scale")); CHECK(kernel_); kernel_->SetParam(param_); return true; } std::string DebugString() const override { return op_type_; } private: mutable ScaleParam param_; }; } // namespace operators } // namespace lite } // namespace paddle REGISTER_LITE_OP(scale, paddle::lite::operators::ScaleOp);