// 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 "lite/core/op_lite.h" #ifdef LITE_WITH_PROFILE #include "lite/api/paddle_place.h" #endif namespace paddle { namespace lite { namespace operators { class ActivationOp : public OpLite { public: explicit ActivationOp(const std::string& type) : OpLite(type) {} bool CheckShape() const override; bool InferShapeImpl() const override; bool AttachImpl(const cpp::OpDesc& opdesc, lite::Scope* scope) override; void AttachKernel(KernelBase* kernel) override { kernel->SetParam(param_); } std::string DebugString() const override { return "activation_op"; } #ifdef LITE_WITH_PROFILE void GetOpRuntimeInfo(paddle::lite::profile::OpCharacter* ch) { auto input_dims = param_.X->dims(); auto output_dims = param_.Out->dims(); ch->input_shape = ch->DimToStr(input_dims); ch->output_shape = ch->DimToStr(output_dims); ch->remark = ActivationTypeToStr(param_.active_type); switch (param_.active_type) { case lite_api::ActivationType::kRelu: ch->macs = param_.X->numel(); break; case lite_api::ActivationType::kRelu6: ch->macs = param_.X->numel() * 2.0; break; case lite_api::ActivationType::kLeakyRelu: ch->macs = param_.X->numel() * 2.0; break; case lite_api::ActivationType::kPRelu: ch->macs = param_.X->numel() * 2.0; break; case lite_api::ActivationType::kSwish: ch->macs = param_.X->numel() * 4.0; break; case lite_api::ActivationType::kSigmoid: ch->macs = param_.X->numel() * 3.0; break; case lite_api::ActivationType::kTanh: ch->macs = param_.X->numel() * 5.0; break; case lite_api::ActivationType::kExp: ch->macs = param_.X->numel(); break; case lite_api::ActivationType::kAbs: ch->macs = param_.X->numel(); break; case lite_api::ActivationType::kHardSwish: ch->macs = param_.X->numel() * 5.0; break; case lite_api::ActivationType::kReciprocal: ch->macs = param_.X->numel(); break; case lite_api::ActivationType::kIndentity: break; default: LOG(FATAL) << "This Type of Activation:" << static_cast(param_.active_type) << ActivationTypeToStr(param_.active_type) << " doesn't support"; } } #endif private: mutable operators::ActivationParam param_; }; } // namespace operators } // namespace lite } // namespace paddle