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author | Michalis Spyrou <michalis.spyrou@arm.com> | 2017-10-09 15:46:30 +0100 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:35:24 +0000 |
commit | a4a96015a6c7d92bed08f82db9b36e1d34f9386d (patch) | |
tree | 45d4983ed404240f4df799f08bbec06137d7bb65 /arm_compute/graph/nodes | |
parent | 04065bebf72310a3fa3eb2198e61c88aa87faf0d (diff) | |
download | ComputeLibrary-a4a96015a6c7d92bed08f82db9b36e1d34f9386d.tar.gz |
COMPMID-554 Add Nodes
- BatchNormalization
- L2Normalize
- Floor
Change-Id: I03e06dea30e956f56a86f9c5642cd609c6696ad2
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91364
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Diffstat (limited to 'arm_compute/graph/nodes')
-rw-r--r-- | arm_compute/graph/nodes/BatchNormalizationLayer.h | 66 | ||||
-rw-r--r-- | arm_compute/graph/nodes/FloorLayer.h | 45 | ||||
-rw-r--r-- | arm_compute/graph/nodes/L2NormalizeLayer.h | 59 |
3 files changed, 170 insertions, 0 deletions
diff --git a/arm_compute/graph/nodes/BatchNormalizationLayer.h b/arm_compute/graph/nodes/BatchNormalizationLayer.h new file mode 100644 index 0000000000..f01cac2361 --- /dev/null +++ b/arm_compute/graph/nodes/BatchNormalizationLayer.h @@ -0,0 +1,66 @@ +/* + * 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_BATCHNORMALIZATION_LAYER_H__ +#define __ARM_COMPUTE_GRAPH_BATCHNORMALIZATION_LAYER_H__ + +#include "arm_compute/graph/GraphContext.h" +#include "arm_compute/graph/INode.h" +#include "arm_compute/graph/Tensor.h" +#include "arm_compute/graph/Types.h" + +namespace arm_compute +{ +namespace graph +{ +/** BatchNormalization layer node */ +class BatchNormalizationLayer final : public INode +{ +public: + /** Default constructor + * + * @param[in] mean Mean values tensor + * @param[in] var Var values tensor + * @param[in] gamma Gamma values tensor + * @param[in] beta Beta values tensor + * @param[in] epsilon Epsilon value + */ + template <typename AccessorType> + BatchNormalizationLayer(AccessorType &&mean, AccessorType &&var, AccessorType &&gamma, AccessorType &&beta, float epsilon) + : _mean(std::move(mean)), _var(std::move(var)), _gamma(std::move(gamma)), _beta(std::move(beta)), _epsilon(epsilon) + { + } + + // Inherited methods overriden: + std::unique_ptr<arm_compute::IFunction> instantiate_node(GraphContext &ctx, ITensor *input, ITensor *output) override; + +private: + Tensor _mean; + Tensor _var; + Tensor _gamma; + Tensor _beta; + float _epsilon; +}; +} // namespace graph +} // namespace arm_compute +#endif /* __ARM_COMPUTE_GRAPH_BATCHNORMALIZATION_LAYER_H__ */ diff --git a/arm_compute/graph/nodes/FloorLayer.h b/arm_compute/graph/nodes/FloorLayer.h new file mode 100644 index 0000000000..40fde3b791 --- /dev/null +++ b/arm_compute/graph/nodes/FloorLayer.h @@ -0,0 +1,45 @@ +/* + * 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_FLOOR_LAYER_H__ +#define __ARM_COMPUTE_GRAPH_FLOOR_LAYER_H__ + +#include "arm_compute/graph/GraphContext.h" +#include "arm_compute/graph/INode.h" +#include "arm_compute/graph/Tensor.h" +#include "arm_compute/graph/Types.h" +namespace arm_compute +{ +namespace graph +{ +/** Floor layer node */ +class FloorLayer : public INode +{ +public: + // Inherited methods overriden: + std::unique_ptr<arm_compute::IFunction> instantiate_node(GraphContext &ctx, ITensor *input, ITensor *output) override; +}; + +} // namespace graph +} // namespace arm_compute +#endif /* __ARM_COMPUTE_GRAPH_FLOOR_LAYER_H__ */ diff --git a/arm_compute/graph/nodes/L2NormalizeLayer.h b/arm_compute/graph/nodes/L2NormalizeLayer.h new file mode 100644 index 0000000000..ab333a221c --- /dev/null +++ b/arm_compute/graph/nodes/L2NormalizeLayer.h @@ -0,0 +1,59 @@ +/* + * 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_L2NORMALIZE_LAYER_H__ +#define __ARM_COMPUTE_GRAPH_L2NORMALIZE_LAYER_H__ + +#include "arm_compute/graph/GraphContext.h" +#include "arm_compute/graph/INode.h" +#include "arm_compute/graph/Tensor.h" +#include "arm_compute/graph/Types.h" + +namespace arm_compute +{ +namespace graph +{ +/** L2Normalize layer node */ +class L2NormalizeLayer final : public INode +{ +public: + /** Default Constructor + * + * @param[in] axis Dimension along which to reduce. + * @param[in] epsilon Lower bound value for the normalization. + */ + explicit L2NormalizeLayer(unsigned int axis, float epsilon) + : _axis(axis), _epsilon(epsilon) + { + } + + // Inherited methods overriden: + std::unique_ptr<arm_compute::IFunction> instantiate_node(GraphContext &ctx, ITensor *input, ITensor *output) override; + +private: + unsigned int _axis; + float _epsilon; +}; +} // namespace graph +} // namespace arm_compute +#endif /* __ARM_COMPUTE_GRAPH_L2NORMALIZE_LAYER_H__ */ |