// 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/compatible_tensor.h" #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 FcOpLite : public OpLite { public: FcOpLite() {} explicit FcOpLite(const std::string &type) : OpLite(type) {} bool CheckShape() const override; bool InferShape() const override; /* bool Run() override { CHECK(kernel_); kernel_->Run(); return true; } */ // TODO(Superjomn) replace framework::OpDesc with a lite one. bool AttachImpl(const cpp::OpDesc &op_desc, lite::Scope *scope) override { auto input = op_desc.Input("Input").front(); auto W = op_desc.Input("W").front(); auto bias = op_desc.Input("Bias").front(); auto out = op_desc.Output("Out").front(); param_.input = scope->FindVar(input)->GetMutable(); param_.w = scope->FindVar(W)->GetMutable(); param_.bias = scope->FindVar(bias)->GetMutable(); CHECK(scope->FindVar(out)); param_.output = scope->FindVar(out)->GetMutable(); param_.in_num_col_dims = op_desc.GetAttr("in_num_col_dims"); // For Int8 if (op_desc.HasAttr("enable_int8")) { param_.enable_int8 = op_desc.GetAttr("enable_int8"); if (op_desc.HasAttr("input_scale")) param_.input_scale = op_desc.GetAttr("input_scale"); if (op_desc.HasAttr("weight_scale")) param_.weight_scale = op_desc.GetAttr>("weight_scale"); if (op_desc.HasAttr("output_scale")) param_.output_scale = op_desc.GetAttr("output_scale"); } return true; } void AttachKernel(KernelBase *kernel) override { kernel->SetParam(param_); } std::string DebugString() const override { return "fc"; } private: mutable FcParam param_; }; } // namespace operators } // namespace lite } // namespace paddle