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Diffstat (limited to 'arm_compute/graph/nodes/BatchNormalizationLayer.h')
-rw-r--r-- | arm_compute/graph/nodes/BatchNormalizationLayer.h | 66 |
1 files changed, 66 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__ */ |