diff options
author | Anthony Barbier <anthony.barbier@arm.com> | 2017-08-04 18:20:27 +0100 |
---|---|---|
committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:35:24 +0000 |
commit | 2a07e184f7b359d13aa6cacfdc6431f9b191ef0c (patch) | |
tree | 9faddf43b82aa6abd7a65920ca60f21cc7b9032c /arm_compute/graph/nodes | |
parent | cdf51455df8835e9e3bfd3e31ed389146af9a573 (diff) | |
download | ComputeLibrary-2a07e184f7b359d13aa6cacfdc6431f9b191ef0c.tar.gz |
COMPMID-363 Add Graph library support
Change-Id: Ie841419bf65d0e06bdfe0bdd2d8d4e0bb3631e54
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87931
Reviewed-by: Pablo Tello <pablo.tello@arm.com>
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Diffstat (limited to 'arm_compute/graph/nodes')
-rw-r--r-- | arm_compute/graph/nodes/ActivationLayer.h | 54 | ||||
-rw-r--r-- | arm_compute/graph/nodes/ConvolutionLayer.h | 71 | ||||
-rw-r--r-- | arm_compute/graph/nodes/FullyConnectedLayer.h | 63 | ||||
-rw-r--r-- | arm_compute/graph/nodes/PoolingLayer.h | 54 | ||||
-rw-r--r-- | arm_compute/graph/nodes/SoftmaxLayer.h | 46 |
5 files changed, 288 insertions, 0 deletions
diff --git a/arm_compute/graph/nodes/ActivationLayer.h b/arm_compute/graph/nodes/ActivationLayer.h new file mode 100644 index 0000000000..c23674e7b6 --- /dev/null +++ b/arm_compute/graph/nodes/ActivationLayer.h @@ -0,0 +1,54 @@ +/* + * 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_ACTIVATION_LAYER_H__ +#define __ARM_COMPUTE_GRAPH_ACTIVATION_LAYER_H__ + +#include "arm_compute/graph/INode.h" +#include "arm_compute/graph/Tensor.h" +#include "arm_compute/graph/Types.h" + +namespace arm_compute +{ +namespace graph +{ +/** Activation Layer node */ +class ActivationLayer : public INode +{ +public: + /** Default Constructor + * + * @param[in] activation_info Activation layer info + */ + ActivationLayer(const ActivationLayerInfo activation_info); + + // Inherited methods overriden: + std::unique_ptr<arm_compute::IFunction> instantiate_node(Hint hint, ITensor *input, ITensor *output) override; + void print_info() override; + +private: + const ActivationLayerInfo _activation_info; /**< Activation layer info */ +}; +} // namespace graph +} // namespace arm_compute +#endif /* __ARM_COMPUTE_GRAPH_ACTIVATION_LAYER_H__ */ diff --git a/arm_compute/graph/nodes/ConvolutionLayer.h b/arm_compute/graph/nodes/ConvolutionLayer.h new file mode 100644 index 0000000000..c0e257bf6a --- /dev/null +++ b/arm_compute/graph/nodes/ConvolutionLayer.h @@ -0,0 +1,71 @@ +/* + * 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_CONVOLUTION_LAYER_H__ +#define __ARM_COMPUTE_GRAPH_CONVOLUTION_LAYER_H__ + +#include "arm_compute/graph/INode.h" +#include "arm_compute/graph/Tensor.h" +#include "arm_compute/graph/Types.h" + +namespace arm_compute +{ +namespace graph +{ +/** Convolution layer node */ +class ConvolutionLayer : public INode +{ +public: + /** Default Constructor + * + * @param[in] conv_width Convolution width + * @param[in] conv_height Convolution height + * @param[in] ofm Output feature map + * @param[in] weights Weights of the convolution layer + * @param[in] biases Bias of the convolution layer + * @param[in] conv_info Convolution information + * @param[in] weights_info Weights information + */ + template <typename AccessorTypeWeights, typename AccessorTypeBiases> + ConvolutionLayer(unsigned int conv_width, unsigned int conv_height, unsigned int ofm, AccessorTypeWeights &&weights, + AccessorTypeBiases &&biases, const PadStrideInfo &conv_info, const WeightsInfo &weights_info = WeightsInfo()) + : _conv_width(conv_width), _conv_height(conv_height), _ofm(ofm), _weights(std::move(weights)), _biases(std::move(biases)), _conv_info(conv_info), _weights_info(weights_info) + { + } + + // Inherited methods overriden: + std::unique_ptr<arm_compute::IFunction> instantiate_node(Hint hint, ITensor *input, ITensor *output) override; + void print_info() override; + +private: + unsigned int _conv_width; /**< Convolution width */ + unsigned int _conv_height; /**< Convolution height */ + unsigned int _ofm; /**< Output feature maps */ + Tensor _weights; /**< Weights tensor */ + Tensor _biases; /**< Biases tensor */ + const PadStrideInfo &_conv_info; /**< Convolution layer information */ + const WeightsInfo &_weights_info; /**< Convolution layer weights information */ +}; +} // namespace graph +} // namespace arm_compute +#endif /* __ARM_COMPUTE_GRAPH_CONVOLUTION_LAYER_H__ */ diff --git a/arm_compute/graph/nodes/FullyConnectedLayer.h b/arm_compute/graph/nodes/FullyConnectedLayer.h new file mode 100644 index 0000000000..3e1fe23b11 --- /dev/null +++ b/arm_compute/graph/nodes/FullyConnectedLayer.h @@ -0,0 +1,63 @@ +/* + * 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/INode.h" +#include "arm_compute/graph/Tensor.h" +#include "arm_compute/graph/Types.h" + +namespace arm_compute +{ +namespace graph +{ +/** Fully connected layer node */ +class FullyConnectedLayer : 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(Hint hint, ITensor *input, ITensor *output) override; + void print_info() 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__ */ diff --git a/arm_compute/graph/nodes/PoolingLayer.h b/arm_compute/graph/nodes/PoolingLayer.h new file mode 100644 index 0000000000..14e2c6d264 --- /dev/null +++ b/arm_compute/graph/nodes/PoolingLayer.h @@ -0,0 +1,54 @@ +/* + * 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_POOLING_LAYER_H__ +#define __ARM_COMPUTE_GRAPH_POOLING_LAYER_H__ + +#include "arm_compute/graph/INode.h" +#include "arm_compute/graph/Tensor.h" +#include "arm_compute/graph/Types.h" + +namespace arm_compute +{ +namespace graph +{ +/** Pooling layer node */ +class PoolingLayer : public INode +{ +public: + /** Default Constructor + * + * @param pool_info Pooling layer information + */ + PoolingLayer(const PoolingLayerInfo pool_info); + + // Inherited methods overriden: + std::unique_ptr<arm_compute::IFunction> instantiate_node(Hint hint, ITensor *input, ITensor *output) override; + void print_info() override; + +private: + const PoolingLayerInfo _pool_info; /**< Pooling layer information */ +}; +} // namespace graph +} // namespace arm_compute +#endif /* __ARM_COMPUTE_GRAPH_POOLING_LAYER_H__ */ diff --git a/arm_compute/graph/nodes/SoftmaxLayer.h b/arm_compute/graph/nodes/SoftmaxLayer.h new file mode 100644 index 0000000000..1779adae66 --- /dev/null +++ b/arm_compute/graph/nodes/SoftmaxLayer.h @@ -0,0 +1,46 @@ +/* + * 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_SOFTMAX_LAYER_H__ +#define __ARM_COMPUTE_GRAPH_SOFTMAX_LAYER_H__ + +#include "arm_compute/graph/INode.h" +#include "arm_compute/graph/Tensor.h" +#include "arm_compute/graph/Types.h" + +namespace arm_compute +{ +namespace graph +{ +/** Softmax layer node */ +class SoftmaxLayer : public INode +{ +public: + // Inherited methods overriden: + std::unique_ptr<arm_compute::IFunction> instantiate_node(Hint hint, ITensor *input, ITensor *output) override; + void print_info() override; +}; + +} // namespace graph +} // namespace arm_compute +#endif /* __ARM_COMPUTE_GRAPH_SOFTMAX_LAYER_H__ */ |