/******************************************************************************** * 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_CORE_OPERATOR_RESHAPE_H_ #define AIDGE_CORE_OPERATOR_RESHAPE_H_ #include <memory> #include <vector> #include "aidge/backend/OperatorImpl.hpp" #include "aidge/graph/Node.hpp" #include "aidge/operator/OperatorTensor.hpp" #include "aidge/utils/Registrar.hpp" #include "aidge/utils/StaticAttributes.hpp" #include "aidge/utils/Types.h" namespace Aidge { class Reshape_OpImpl : public OperatorImpl { public: Reshape_OpImpl(const Operator& op, const std::string& backend = ""): OperatorImpl(op, backend) {} void forward() override; }; enum class ReshapeAttr { Shape }; class Reshape_Op : public OperatorTensor, public Registrable<Reshape_Op, std::string, std::shared_ptr<OperatorImpl>(const Reshape_Op&)>, public StaticAttributes<ReshapeAttr, std::vector<std::int64_t>> { public: static const std::string Type; Reshape_Op() = delete; using Attributes_ = StaticAttributes<ReshapeAttr, std::vector<std::int64_t>>; template <ReshapeAttr e> using attr = typename Attributes_::template attr<e>; Reshape_Op(const std::vector<std::int64_t>& shape) : OperatorTensor(Type, 2, 0, 1), Attributes_(attr<ReshapeAttr::Shape>(shape)) { mImpl = std::make_shared<Reshape_OpImpl>(*this); } /** * @brief Copy-constructor. Copy the operator attributes and its output tensor(s), but not its input tensors (the new operator has no input associated). * @param op Operator to copy. */ Reshape_Op(const Reshape_Op& op) : OperatorTensor(op), Attributes_(op) { if (!op.backend().empty()) { SET_IMPL_MACRO(Reshape_Op, *this, op.backend()); } else { mImpl = std::make_shared<Reshape_OpImpl>(*this); } } /** * @brief Clone the operator using its copy-constructor. * @see Operator::Reshape_Op */ std::shared_ptr<Operator> clone() const override { return std::make_shared<Reshape_Op>(*this); } bool dimsForwarded() const override final; bool forwardDims(bool allowDataDependency = false) override final; void setBackend(const std::string& name, DeviceIdx_t device = 0) override final; static const std::vector<std::string> getInputsName(){ return {"data_input"}; } static const std::vector<std::string> getOutputsName(){ return {"data_output"}; } }; inline std::shared_ptr<Node> Reshape(const std::vector<std::int64_t>& shape = {}, const std::string &name = "") { // FIXME: properly handle default w&b initialization in every cases return std::make_shared<Node>(std::make_shared<Reshape_Op>(shape), name); } } // namespace Aidge namespace { template <> const char *const EnumStrings<Aidge::ReshapeAttr>::data[] = { "Shape" }; } #endif /* AIDGE_CORE_OPERATOR_RESHAPE_H_ */