diff options
author | Alex Gilday <alexander.gilday@arm.com> | 2018-02-15 11:07:18 +0000 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:47:40 +0000 |
commit | 8913d8d7bc83fdcb6c5dc9baca6bb369418de48b (patch) | |
tree | f9556fdf33af663ad9cfa7619093af334ef0af71 /arm_compute | |
parent | 15997879873b374ea297197fc4aafb15e38b938b (diff) | |
download | ComputeLibrary-8913d8d7bc83fdcb6c5dc9baca6bb369418de48b.tar.gz |
COMPMID-915: Create ResNet50 example
ResidualLayer node (COMPMID-916) also created as required for the ResNet
architecture.
Change-Id: I4fb4d2e08a8d3ce206f96f7946f5afc3e244676a
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121185
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'arm_compute')
-rw-r--r-- | arm_compute/graph/Nodes.h | 1 | ||||
-rw-r--r-- | arm_compute/graph/Types.h | 1 | ||||
-rw-r--r-- | arm_compute/graph/nodes/ResidualLayer.h | 76 |
3 files changed, 78 insertions, 0 deletions
diff --git a/arm_compute/graph/Nodes.h b/arm_compute/graph/Nodes.h index 4390c59959..3009a24fcb 100644 --- a/arm_compute/graph/Nodes.h +++ b/arm_compute/graph/Nodes.h @@ -39,6 +39,7 @@ #include "arm_compute/graph/nodes/PoolingLayer.h" #include "arm_compute/graph/nodes/QuantizationLayer.h" #include "arm_compute/graph/nodes/ReshapeLayer.h" +#include "arm_compute/graph/nodes/ResidualLayer.h" #include "arm_compute/graph/nodes/SoftmaxLayer.h" #endif /* __ARM_COMPUTE_GRAPH_NODES_H__ */ diff --git a/arm_compute/graph/Types.h b/arm_compute/graph/Types.h index 3ec0c7a5cf..a5d6ae8459 100644 --- a/arm_compute/graph/Types.h +++ b/arm_compute/graph/Types.h @@ -91,6 +91,7 @@ enum class ConvolutionMethodHint enum class OperationType { ActivationLayer, + ArithmeticAddition, BatchNormalizationLayer, ConvolutionLayer, DepthConvertLayer, diff --git a/arm_compute/graph/nodes/ResidualLayer.h b/arm_compute/graph/nodes/ResidualLayer.h new file mode 100644 index 0000000000..1eecf6f996 --- /dev/null +++ b/arm_compute/graph/nodes/ResidualLayer.h @@ -0,0 +1,76 @@ +/* + * Copyright (c) 2017-2018 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_RESIDUAL_LAYER_H__ +#define __ARM_COMPUTE_GRAPH_RESIDUAL_LAYER_H__ + +#include "arm_compute/graph/GraphContext.h" +#include "arm_compute/graph/INode.h" +#include "arm_compute/graph/ITensorObject.h" +#include "arm_compute/graph/SubGraph.h" +#include "arm_compute/graph/Types.h" + +#include "arm_compute/core/utils/misc/utility.h" + +#include <vector> + +namespace arm_compute +{ +namespace graph +{ +/** Branch Layer node */ +class ResidualLayer final : public INode +{ +public: + /** Default Constructor + * + * @param[in] sub_graph1 First graph branch + * @param[in] sub_graph2 Second graph branch + */ + template <typename... Ts> + ResidualLayer(SubGraph &&sub_graph1, SubGraph &&sub_graph2) + : _sub_graphs() + { + _sub_graphs.push_back(arm_compute::support::cpp14::make_unique<SubGraph>(std::move(sub_graph1))); + _sub_graphs.push_back(arm_compute::support::cpp14::make_unique<SubGraph>(std::move(sub_graph2))); + } + /** Default Constructor + * + * @param[in] sub_graph Sub graph + */ + template <typename... Ts> + ResidualLayer(SubGraph &&sub_graph) + : _sub_graphs() + { + _sub_graphs.push_back(arm_compute::support::cpp14::make_unique<SubGraph>(std::move(sub_graph))); + } + + // Inherited methods overriden: + std::unique_ptr<arm_compute::IFunction> instantiate_node(GraphContext &ctx, ITensorObject *input, ITensorObject *output) override; + +private: + std::vector<std::unique_ptr<SubGraph>> _sub_graphs; +}; +} // namespace graph +} // namespace arm_compute +#endif /* __ARM_COMPUTE_GRAPH_RESIDUAL_LAYER_H__ */ |