/* * 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 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 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__ */