arm_compute/graph2/nodes/FullyConnectedLayerNode.h

/*
 * Copyright (c) 2018 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_GRAPH2_FULLY_CONNECTED_LAYER_NODE_H__
#define __ARM_COMPUTE_GRAPH2_FULLY_CONNECTED_LAYER_NODE_H__

#include "arm_compute/graph2/INode.h"

namespace arm_compute
{
namespace graph2
{
class FullyConnectedLayerNode final : public INode
{
public:
    /** Constructor
     *
     * @param[in] num_outputs Number of neurons in the layer
     */
    FullyConnectedLayerNode(unsigned int num_outputs);
    /** Computes weights shape
     *
     * @warning Works for inputs with 1D batch space
     *
     * @param[in] input_shape Input shape
     * @param[in] num_outputs Number of output neurons
     *
     * @return Weights shape
     */
    static TensorShape compute_weights_shape(TensorShape input_shape, unsigned int num_outputs);
    /** Computes fully connected layer output shape
     *
     * @warning Works for inputs with 1D batch space
     *
     * @param[in] input_shape Input shape
     * @param[in] num_outputs Number of output neurons
     *
     * @return Output shape
     */
    static TensorShape compute_output_shape(TensorShape input_shape, unsigned int num_outputs);

    // Inherited overridden methods:
    Status           validate() override;
    NodeType         type() const override;
    bool             forward_descriptors() override;
    TensorDescriptor configure_output(size_t idx) const override;
    void accept(INodeVisitor &v) override;

private:
    unsigned int _num_outputs;
};
} // namespace graph2
} // namespace arm_compute
#endif /* __ARM_COMPUTE_GRAPH2_FULLY_CONNECTED_LAYER_NODE_H__ */