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Lenet operators

Merged Houssem ROUIS requested to merge hrouis/aidge_backend_cuda:lenet_operators into dev
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/********************************************************************************
 
* 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_BACKEND_CUDA_OPERATOR_AVGPOOLINGIMPL_H_
 
#define AIDGE_BACKEND_CUDA_OPERATOR_AVGPOOLINGIMPL_H_
 
 
#include <array>
 
#include <memory>
 
#include <tuple>
 
#include <vector>
 
 
#include <cudnn.h>
 
 
#include "aidge/backend/OperatorImpl.hpp"
 
#include "aidge/operator/AvgPooling.hpp"
 
#include "aidge/utils/Registrar.hpp"
 
#include "aidge/utils/Types.h"
 
 
#include "aidge/backend/cuda/utils/CudaUtils.hpp"
 
 
namespace Aidge {
 
template <DimIdx_t DIM>
 
class AvgPoolingImpl_cuda : public OperatorImpl {
 
private:
 
// CuDNN specific variables
 
cudnnPoolingDescriptor_t mAvgPoolingDesc = nullptr;
 
cudnnPoolingMode_t mMode = CUDNN_POOLING_AVERAGE_COUNT_EXCLUDE_PADDING;
 
std::shared_ptr<Tensor> mInputFallback;
 
 
public:
 
AvgPoolingImpl_cuda(const AvgPooling_Op<DIM> &op) : OperatorImpl(op, "cuda") {}
 
 
static std::unique_ptr<AvgPoolingImpl_cuda> create(const AvgPooling_Op<2> &op) {
 
return std::make_unique<AvgPoolingImpl_cuda>(op);
 
}
 
 
public:
 
void forward();
 
~AvgPoolingImpl_cuda();
 
 
private:
 
template <class T> void forward_(const Tensor& input);
 
};
 
 
namespace {
 
// add cuda backend to AvgPooling_Op<2> implementation registry
 
static Registrar<AvgPooling_Op<2>> registrarAvgPoolingImpl_cuda("cuda", Aidge::AvgPoolingImpl_cuda<2>::create);
 
} // namespace
 
} // namespace Aidge
 
 
#endif /* AIDGE_BACKEND_CUDA_OPERATOR_AVGPOOLINGIMPL_H_ */
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