Skip to content
Snippets Groups Projects

Add MSE missing operators

Closed Houssem ROUIS requested to merge hrouis/aidge_backend_cuda:Add_MSE_support into dev
All threads resolved!
Files
17
/********************************************************************************
* Copyright (c) 2024 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_BACKEND_CUDA_OPERATOR_MULIMPL_H_
#define AIDGE_BACKEND_CUDA_OPERATOR_MULIMPL_H_
#include <array>
#include <memory>
#include <tuple>
#include <vector>
#include <cudnn.h>
#include "aidge/backend/OperatorImpl.hpp"
#include "aidge/operator/Mul.hpp"
#include "aidge/utils/Registrar.hpp"
#include "aidge/utils/Types.h"
#include "aidge/backend/cuda/utils/CudaUtils.hpp"
namespace Aidge {
class MulImpl_cuda : public OperatorImpl {
private:
public:
MulImpl_cuda(const Mul_Op &op) : OperatorImpl(op, "cuda") {}
static std::unique_ptr<MulImpl_cuda> create(const Mul_Op &op) {
return std::make_unique<MulImpl_cuda>(op);
}
public:
void forward();
void backward();
private:
template <class T> void forward_(const std::vector<Tensor>& inputs, const std::vector<std::vector<int>>& inputsDims, const std::vector<std::vector<int>>& inputsStrides);
template <class T> void backward_(const Tensor& outputGrad, const std::vector<std::vector<int>>& inputsDims, const std::vector<std::vector<int>>& inputsStrides);
};
namespace {
// add cuda backend to Mul_Op implementation registry
static Registrar<Mul_Op> registrarMulImpl_cuda("cuda", Aidge::MulImpl_cuda::create);
} // namespace
} // namespace Aidge
#endif /* AIDGE_BACKEND_CUDA_OPERATOR_MULIMPL_H_ */
Loading