// 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 "lite/core/kernel.h" #include "lite/core/op_lite.h" #include "lite/core/scope.h" #include "lite/core/tensor.h" #include "lite/operators/op_params.h" #include "lite/utils/all.h" namespace paddle { namespace lite { namespace operators { /* * The data types used by the two adjacent layers in the model should * be the same. When the two operators accept different data types, * we may need to implicitly add a data type conversion operator. * Currently, this operator only supports mutual conversion of int8 * and float32 types. */ class CalibOpLite : public OpLite { public: CalibOpLite() {} explicit CalibOpLite(const std::string &type) : OpLite(type) {} bool CheckShape() const override; bool InferShapeImpl() const override; bool AttachImpl(const cpp::OpDesc &opdesc, lite::Scope *scope); void AttachKernel(KernelBase *kernel) override { kernel->SetParam(param_); } std::string DebugString() const override { return "calib"; } #ifdef LITE_WITH_PROFILE void GetOpRuntimeInfo(paddle::lite::profile::OpCharacter *ch) { auto input_dims = param_.input->dims(); auto output_dims = param_.output->dims(); ch->input_shape = ch->DimToStr(input_dims); ch->output_shape = ch->DimToStr(output_dims); ch->remark = "scale" + std::to_string(param_.scale); ch->macs = param_.output->numel() * 1.0f; } #endif private: mutable CalibParam param_; }; } // namespace operators } // namespace lite } // namespace paddle