From d9eb27597eabe5b7c17520f4f9b3f8a282d72573 Mon Sep 17 00:00:00 2001 From: Georgios Pinitas Date: Tue, 3 Apr 2018 13:44:29 +0100 Subject: COMPMID-797: Switch to new graph. - Cleaned up build system Change-Id: If2faa27ee5b31fa8b972836960ab3ef671059c8d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/126435 Tested-by: Jenkins Reviewed-by: Pablo Tello --- arm_compute/graph/nodes/FullyConnectedLayerNode.h | 75 +++++++++++++++++++++++ 1 file changed, 75 insertions(+) create mode 100644 arm_compute/graph/nodes/FullyConnectedLayerNode.h (limited to 'arm_compute/graph/nodes/FullyConnectedLayerNode.h') diff --git a/arm_compute/graph/nodes/FullyConnectedLayerNode.h b/arm_compute/graph/nodes/FullyConnectedLayerNode.h new file mode 100644 index 0000000000..166751b8fa --- /dev/null +++ b/arm_compute/graph/nodes/FullyConnectedLayerNode.h @@ -0,0 +1,75 @@ +/* + * 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_GRAPH_FULLY_CONNECTED_LAYER_NODE_H__ +#define __ARM_COMPUTE_GRAPH_FULLY_CONNECTED_LAYER_NODE_H__ + +#include "arm_compute/graph/INode.h" + +namespace arm_compute +{ +namespace graph +{ +/** Fully Connected Layer node */ +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 graph +} // namespace arm_compute +#endif /* __ARM_COMPUTE_GRAPH_FULLY_CONNECTED_LAYER_NODE_H__ */ -- cgit v1.2.1