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/*
* Copyright (c) 2017 ARM Limited.
*
* SPDX-License-Identifier: MIT
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to
* deal in the Software without restriction, including without limitation the
* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
* sell copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
#ifndef __ARM_COMPUTE_GRAPH_FULLY_CONNECTED_LAYER_H__
#define __ARM_COMPUTE_GRAPH_FULLY_CONNECTED_LAYER_H__
#include "arm_compute/graph/GraphContext.h"
#include "arm_compute/graph/INode.h"
#include "arm_compute/graph/ITensorObject.h"
#include "arm_compute/graph/Tensor.h"
#include "arm_compute/graph/Types.h"
namespace arm_compute
{
namespace graph
{
/** Fully connected layer node */
class FullyConnectedLayer final : public INode
{
public:
/** Default constructor
*
* @param[in] num_neurons Number of neurons
* @param[in] weights Weights of the fully connected layer
* @param[in] biases Biases of the fully connected layer
*/
template <typename AccessorTypeWeights, typename AccessorTypeBiases>
FullyConnectedLayer(unsigned int num_neurons, AccessorTypeWeights &&weights, AccessorTypeBiases &&biases)
: _num_neurons(num_neurons), _weights(std::move(weights)), _biases(std::move(biases))
{
}
// Inherited methods overriden:
std::unique_ptr<arm_compute::IFunction> instantiate_node(GraphContext &ctx, ITensorObject *input, ITensorObject *output) override;
// Inherited methods overriden:
private:
unsigned int _num_neurons; /**< Number of neurons */
Tensor _weights; /**< Weights tensor */
Tensor _biases; /**< Biases tensor */
};
} // namespace graph
} // namespace arm_compute
#endif /* __ARM_COMPUTE_GRAPH_FULLY_CONNECTED_LAYER_H__ */
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