/* * 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_NESPACETOBATCHLAYER_H__ #define __ARM_COMPUTE_NESPACETOBATCHLAYER_H__ #include "arm_compute/runtime/IFunction.h" #include "arm_compute/core/NEON/kernels/NEMemsetKernel.h" #include "arm_compute/core/NEON/kernels/NESpaceToBatchLayerKernel.h" #include "arm_compute/core/Types.h" namespace arm_compute { class ITensor; /** Basic function to spatial divide a tensor. This function calls the following NEON kernels/functions: * * -# @ref NEMemsetKernel * -# @ref NESpaceToBatchLayerKernel */ class NESpaceToBatchLayer : public IFunction { public: /** Default constructor */ NESpaceToBatchLayer(); /** Prevent instances of this class from being copied (As this class contains pointers) */ NESpaceToBatchLayer(const NESpaceToBatchLayer &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ NESpaceToBatchLayer &operator=(const NESpaceToBatchLayer &) = delete; /** Allow instances of this class to be moved */ NESpaceToBatchLayer(NESpaceToBatchLayer &&) = default; /** Allow instances of this class to be moved */ NESpaceToBatchLayer &operator=(NESpaceToBatchLayer &&) = default; /** Default destructor */ virtual ~NESpaceToBatchLayer() = default; /** Set the input and output tensors. * * @param[in] input Tensor input. Supported tensor rank: 4. Data types supported: U8/S8/QASYMM8/U16/S16/F16/U32/S32/F32. * @param[in] block_shape 1-D tensor with shape [M]. Data types supported: S32 * @param[in] paddings 2-D tensor with shape [2, M]. Data types supported: S32 * @param[out] output Tensor output. Data types supported: same as @p input */ void configure(const ITensor *input, const ITensor *block_shape, const ITensor *paddings, ITensor *output); /** Set the input and output tensors. (Static block shape and paddings) * * @param[in] input Tensor input. Supported tensor rank: 4. Data types supported: U8/S8/QASYMM8/U16/S16/F16/U32/S32/F32. * @param[in] block_shape_x Block shape x value. * @param[in] block_shape_y Block shape y value. * @param[in] padding_left The left padding of the output tensor. * @param[in] padding_right The right padding of the output tensor. * @param[out] output Tensor output. Data types supported: same as @p input */ void configure(const ITensor *input, const int block_shape_x, const int block_shape_y, const Size2D &padding_left, const Size2D &padding_right, ITensor *output); /** Static function to check if given info will lead to a valid configuration of @ref NESpaceToBatchLayer * * @param[in] input Tensor input info. Supported tensor rank: 4. Data types supported: U8/S8/QASYMM8/U16/S16/F16/U32/S32/F32. * @param[in] block_shape block shape tensor info with shape [M]. Data types supported: S32 * @param[in] paddings paddings tensor info with shape [2, M]. Data types supported: S32 * @param[in] output Tensor output info. Data types supported: same as @p input * * @return a status */ static Status validate(const ITensorInfo *input, const ITensorInfo *block_shape, const ITensorInfo *paddings, const ITensorInfo *output); /** Static function to check if given info will lead to a valid configuration of @ref NESpaceToBatchLayer (Static block shape and paddings) * * @param[in] input Tensor input info. Supported tensor rank: 4. Data types supported: U8/S8/QASYMM8/U16/S16/F16/U32/S32/F32. * @param[in] block_shape_x Block shape x value. * @param[in] block_shape_y Block shape y value. * @param[in] padding_left The left padding of the output tensor. * @param[in] padding_right The right padding of the output tensor. * @param[in] output Tensor output info. Data types supported: same as @p input * * @return a status */ static Status validate(const ITensorInfo *input, const int block_shape_x, const int block_shape_y, const Size2D &padding_left, const Size2D &padding_right, const ITensorInfo *output); // Inherited methods overridden: void run() override; private: NESpaceToBatchLayerKernel _space_to_batch_kernel; /**< SpaceToBatch kernel to run */ NEMemsetKernel _memset_kernel; /**< Memset kernel to run */ bool _has_padding; /**< Flag to check if the output has padding */ }; } // namespace arm_compute #endif /* __ARM_COMPUTE_NESPACETOBATCHLAYER_H__ */