/******************************************************************************** * Copyright (c) 2023 CEA-List * * This program and the accompanying materials are made available under the * terms of the Eclipse Public License 2.0 which is available at * http://www.eclipse.org/legal/epl-2.0. * * SPDX-License-Identifier: EPL-2.0 * ********************************************************************************/ #ifndef __AIDGE_CPU_OPERATOR_LEAKYRELUIMPL_H__ #define __AIDGE_CPU_OPERATOR_LEAKYRELUIMPL_H__ #include "backend/OperatorImpl.hpp" #include "operator/LeakyReLU.hpp" #include "utils/Registrar.hpp" #include "utils/Types.h" #include <memory> #include <vector> namespace Aidge { // class LeakyReLU_Op; // compute kernel registry for forward and backward class LeakyReLUImplForward_cpu : public Registrable<LeakyReLUImplForward_cpu, std::tuple<DataType, DataType>, void(const LeakyReLU_Op::Parameters&, std::size_t, const void*, void*)> { }; class LeakyReLUImplBackward_cpu : public Registrable<LeakyReLUImplBackward_cpu, std::tuple<DataType, DataType>, void(const LeakyReLU_Op::Parameters&, std::size_t, const void*, void*)> { }; class LeakyReLUImpl_cpu : public OperatorImpl { private: const LeakyReLU_Op& mOp; std::array<NbElts_t, 1> mNbConsumedData; std::array<NbElts_t, 1> mNbProducedData; public: LeakyReLUImpl_cpu(const LeakyReLU_Op& op) : mOp(op), mNbConsumedData({0}), mNbProducedData({0}) {} static std::unique_ptr<LeakyReLUImpl_cpu> create(const LeakyReLU_Op& op) { return std::make_unique<LeakyReLUImpl_cpu>(op); } public: NbElts_t getNbRequiredData(const IOIndex_t inputIdx) const override final; NbElts_t getNbRequiredProtected(const IOIndex_t inputIdx) const override final; NbElts_t getRequiredMemory(__attribute__((unused)) const IOIndex_t outputIdx, const std::vector<DimSize_t>& inputsSize) const override final; NbElts_t getNbConsumedData(const IOIndex_t inputIdx) const override final; NbElts_t getNbProducedData(const IOIndex_t outputIdx) const override final; void forward(); void backward(); }; namespace { static Registrar<LeakyReLU_Op> registrarLeakyReLUImpl_cpu("cpu", Aidge::LeakyReLUImpl_cpu::create); } } // namespace Aidge #endif /* __AIDGE_CPU_OPERATOR_LEAKYRELUIMPL_H__ */