diff options
Diffstat (limited to 'arm_compute/core/NEON/kernels/NEInstanceNormalizationLayerKernel.h')
| -rw-r--r-- | arm_compute/core/NEON/kernels/NEInstanceNormalizationLayerKernel.h | 98 |
1 files changed, 0 insertions, 98 deletions
diff --git a/arm_compute/core/NEON/kernels/NEInstanceNormalizationLayerKernel.h b/arm_compute/core/NEON/kernels/NEInstanceNormalizationLayerKernel.h deleted file mode 100644 index 7c14e409c6..0000000000 --- a/arm_compute/core/NEON/kernels/NEInstanceNormalizationLayerKernel.h +++ /dev/null @@ -1,98 +0,0 @@ -/* - * Copyright (c) 2019 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_NEINSTANCENORMALIZATIONLAYERKERNEL_H -#define ARM_COMPUTE_NEINSTANCENORMALIZATIONLAYERKERNEL_H - -#include "arm_compute/core/NEON/INEKernel.h" - -namespace arm_compute -{ -class ITensor; - -/** Interface for performing an instance normalization */ -class NEInstanceNormalizationLayerKernel : public INEKernel -{ -public: - const char *name() const override - { - return "NEInstanceNormalizationLayerKernel"; - } - /** Default constructor */ - NEInstanceNormalizationLayerKernel(); - /** Prevent instances of this class from being copied (As this class contains pointers) */ - NEInstanceNormalizationLayerKernel(const NEInstanceNormalizationLayerKernel &) = delete; - /** Prevent instances of this class from being copied (As this class contains pointers) */ - NEInstanceNormalizationLayerKernel &operator=(const NEInstanceNormalizationLayerKernel &) = delete; - /** Allow instances of this class to be moved */ - NEInstanceNormalizationLayerKernel(NEInstanceNormalizationLayerKernel &&) = default; - /** Allow instances of this class to be moved */ - NEInstanceNormalizationLayerKernel &operator=(NEInstanceNormalizationLayerKernel &&) = default; - /** Default destructor */ - ~NEInstanceNormalizationLayerKernel() = default; - /** Set the input and output tensors. - * - * @param[in, out] input Source tensor. Data types supported: F16/F32. Data layout supported: NCHW - * In case of @p output tensor = nullptr this tensor will store the result of the normalization. - * @param[out] output Destination tensor. Data types and data layouts supported: same as @p input. - * @param[in] gamma (Optional) The scale scalar value applied to the normalized tensor. Defaults to 1.0 - * @param[in] beta (Optional) The offset scalar value applied to the normalized tensor. Defaults to 0.0 - * @param[in] epsilon (Optional) Lower bound value for the normalization. Defaults to 1e-12 - */ - void configure(ITensor *input, ITensor *output, float gamma = 1.0f, float beta = 0.0f, float epsilon = 1e-12f); - - /** Static function to check if given info will lead to a valid configuration of @ref NEInstanceNormalizationLayer. - * - * @param[in] input Source tensor info. Data types supported: F16/F32. Data layout supported: NCHW - * @param[in] output Destination tensor info. Data types and data layouts supported: same as @p input. - * @param[in] gamma (Optional) The scale scalar value applied to the normalized tensor. Defaults to 1.0 - * @param[in] beta (Optional) The offset scalar value applied to the normalized tensor. Defaults to 0.0 - * @param[in] epsilon (Optional) Lower bound value for the normalization. Defaults to 1e-12 - * - * @return a status - */ - static Status validate(const ITensorInfo *input, const ITensorInfo *output, float gamma = 1.0f, float beta = 0.0f, float epsilon = 1e-12f); - - // Inherited methods overridden: - void run(const Window &window, const ThreadInfo &info) override; - -private: - /** Common signature for all the specialized instance normalization functions - * - * @param[in, out] input An input tensor. In case of @p output tensor = nullptr this tensor will store the result of the normalization. - * @param[out] output The output tensor. - * @param[in] gamma The scale scalar value applied to the normalized tensor. Defaults to 1.0 - * @param[in] beta The offset scalar value applied to the normalized tensor. Defaults to 0.0 - * @param[in] epsilon Lower bound value for the normalization. Defaults to 1e-12 - */ - using NormalizationFunction = void(ITensor *input, ITensor *output, float gamma, float beta, float epsilon, const Window &window); - - NormalizationFunction *_func; - ITensor *_input; - ITensor *_output; - float _gamma; - float _beta; - float _epsilon; -}; -} // namespace arm_compute -#endif /*ARM_COMPUTE_NEINSTANCENORMALIZATIONLAYERKERNEL_H */ |