diff --git a/include/aidge/aidge.hpp b/include/aidge/aidge.hpp index e708c168421216fa249f26eee1f2b2eb80b588fd..110c877c6f7d90e6b5d081c7a0bd9ecfafa1ea86 100644 --- a/include/aidge/aidge.hpp +++ b/include/aidge/aidge.hpp @@ -43,6 +43,7 @@ #include "aidge/operator/ReLU.hpp" #include "aidge/operator/Softmax.hpp" #include "aidge/operator/Scaling.hpp" +#include "aidge/operator/Sqrt.hpp" #include "aidge/scheduler/Scheduler.hpp" #include "aidge/utils/Attributes.hpp" #include "aidge/utils/StaticAttributes.hpp" diff --git a/include/aidge/operator/Sqrt.hpp b/include/aidge/operator/Sqrt.hpp new file mode 100644 index 0000000000000000000000000000000000000000..90b2ae6a8ae1311aef14e4eba4d3563a28a3d18e --- /dev/null +++ b/include/aidge/operator/Sqrt.hpp @@ -0,0 +1,141 @@ +/******************************************************************************** + * 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_SQRT_H_ +#define AIDGE_CORE_OPERATOR_SQRT_H_ + +#include <cassert> +#include <memory> +#include <vector> + +#include "aidge/utils/Registrar.hpp" +#include "aidge/operator/Operator.hpp" +#include "aidge/backend/OperatorImpl.hpp" +#include "aidge/data/Tensor.hpp" +#include "aidge/data/Data.hpp" +#include "aidge/graph/Node.hpp" +#include "aidge/utils/Types.h" + +namespace Aidge { + +class Sqrt_Op : public Operator, + public Registrable<Sqrt_Op, std::string, std::unique_ptr<OperatorImpl>(const Sqrt_Op&)> { +public: + // FIXME: change accessibility + std::shared_ptr<Tensor> mInput = std::make_shared<Tensor>(); + const std::shared_ptr<Tensor> mOutput = std::make_shared<Tensor>(); + +public: + static constexpr const char* Type = "Sqrt"; + + Sqrt_Op() + : Operator(Type) + { + setDatatype(DataType::Float32); + } + + /** + * @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. + */ + Sqrt_Op(const Sqrt_Op& op) + : Operator(Type), + mOutput(std::make_shared<Tensor>(*op.mOutput)) + { + // cpy-ctor + setDatatype(op.mOutput->dataType()); + mImpl = op.mImpl ? Registrar<Sqrt_Op>::create(mOutput->getImpl()->backend())(*this) : nullptr; + } + + /** + * @brief Clone the operator using its copy-constructor. + * @see Operator::Sqrt_Op + */ + std::shared_ptr<Operator> clone() const override { + return std::make_shared<Sqrt_Op>(*this); + } + + void associateInput(const IOIndex_t inputIdx, std::shared_ptr<Data> data) override final { + assert(inputIdx == 0 && "operator supports only 1 input"); + (void) inputIdx; // avoid unused warning + assert(strcmp(data->type(), Tensor::Type)==0 && "input data must be of Tensor type"); + mInput = std::dynamic_pointer_cast<Tensor>(data); + } + + void computeOutputDims() override final { + if (!mInput->empty()) + mOutput->resize(mInput->dims()); + } + + bool outputDimsForwarded() const override final { + return !(mOutput->empty()); + } + + + inline Tensor& input(const IOIndex_t /*inputIdx*/) const override final { return *(mInput.get()); } + inline Tensor& output(const IOIndex_t /*outputIdx*/) const override final { return *(mOutput.get()); } + + + inline std::shared_ptr<Tensor> getInput(const IOIndex_t inputIdx) const override final { + assert((inputIdx == 0) && "Sqrt Operator has only 1 input"); + (void) inputIdx; // avoid unused warning + return mInput; + } + inline std::shared_ptr<Tensor> getOutput(const IOIndex_t outputIdx) const override final { + assert((outputIdx == 0) && "Sqrt Operator has only 1 output"); + (void) outputIdx; // avoid unused warning + return mOutput; + } + + + std::shared_ptr<Data> getRawInput(const IOIndex_t inputIdx) const override final { + assert(inputIdx == 0 && "operator supports only 1 input"); + (void) inputIdx; // avoid unused warning + return std::static_pointer_cast<Data>(mInput); + } + std::shared_ptr<Data> getRawOutput(const IOIndex_t outputIdx) const override final { + assert(outputIdx == 0 && "operator supports only 1 output"); + (void) outputIdx; // avoid unused warning + return std::static_pointer_cast<Data>(mOutput); + } + + + void setBackend(const std::string& name) override { + mImpl = Registrar<Sqrt_Op>::create(name)(*this); + mOutput->setBackend(name); + + // FIXME: temporary workaround + mInput->setBackend(name); + } + void setDatatype(const DataType& datatype) override { + mOutput->setDatatype(datatype); + + // FIXME: temporary workaround + mInput->setDatatype(datatype); + } + + inline IOIndex_t nbInputs() const noexcept override final { return 1; } + inline IOIndex_t nbDataInputs() const noexcept override final { return 1; } + inline IOIndex_t nbOutputs() const noexcept override final { return 1; } + 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> Sqrt(const std::string& name = "") { + return std::make_shared<Node>(std::make_shared<Sqrt_Op>(), name); +} +} + +#endif /* AIDGE_CORE_OPERATOR_SQRT_H_ */ diff --git a/python_binding/operator/pybind_Sqrt.cpp b/python_binding/operator/pybind_Sqrt.cpp new file mode 100644 index 0000000000000000000000000000000000000000..b70171814662c861f19b3048b018260170d37491 --- /dev/null +++ b/python_binding/operator/pybind_Sqrt.cpp @@ -0,0 +1,27 @@ +/******************************************************************************** + * 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 + * + ********************************************************************************/ + +#include <pybind11/pybind11.h> + +#include "aidge/operator/Sqrt.hpp" +#include "aidge/operator/Operator.hpp" + +namespace py = pybind11; +namespace Aidge { + +void init_Sqrt(py::module& m) { + py::class_<Sqrt_Op, std::shared_ptr<Sqrt_Op>, Operator>(m, "SqrtOp", py::multiple_inheritance()) + .def("get_inputs_name", &Sqrt_Op::getInputsName) + .def("get_outputs_name", &Sqrt_Op::getOutputsName); + + m.def("Sqrt", &Sqrt, py::arg("name") = ""); +} +} // namespace Aidge diff --git a/python_binding/pybind_core.cpp b/python_binding/pybind_core.cpp index 04e39b11e58718dfcc5f9faef24b140132367700..08cd420598ca4299ae012628d9978b5979101573 100644 --- a/python_binding/pybind_core.cpp +++ b/python_binding/pybind_core.cpp @@ -34,6 +34,7 @@ void init_MetaOperatorDefs(py::module&); void init_Producer(py::module&); void init_ReLU(py::module&); void init_Softmax(py::module&); +void init_Sqrt(py::module&); void init_Node(py::module&); void init_GraphView(py::module&); @@ -75,6 +76,7 @@ void init_Aidge(py::module& m){ init_MetaOperatorDefs(m); init_ReLU(m); init_Softmax(m); + init_Sqrt(m); init_Producer(m); init_Match(m);