/* * Copyright (c) 2019-2020 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_NESPACETOBATCHLAYERKERNEL_H #define ARM_COMPUTE_NESPACETOBATCHLAYERKERNEL_H #include "arm_compute/core/Types.h" #include "src/core/NEON/INEKernel.h" namespace arm_compute { // Forward declaration class ITensor; /** Interface for the space to batch kernel */ class NESpaceToBatchLayerKernel : public INEKernel { public: const char *name() const override { return "NESpaceToBatchLayerKernel"; } /** Default constructor */ NESpaceToBatchLayerKernel(); /** Prevent instances of this class from being copied (As this class contains pointers) */ NESpaceToBatchLayerKernel(const NESpaceToBatchLayerKernel &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ NESpaceToBatchLayerKernel &operator=(const NESpaceToBatchLayerKernel &) = delete; /** Allow instances of this class to be moved */ NESpaceToBatchLayerKernel(NESpaceToBatchLayerKernel &&) = default; /** Allow instances of this class to be moved */ NESpaceToBatchLayerKernel &operator=(NESpaceToBatchLayerKernel &&) = default; /** Default destructor */ ~NESpaceToBatchLayerKernel() = default; /** Initialise the kernel's inputs and output. * * @param[in] input Tensor input. Supported tensor rank: 4. Data types supported: All. * @param[in] block_shape 1-D tensor with shape [M]. Supported M: 2. Data types supported: S32 * @param[in] paddings 2-D tensor with shape [2, M] (First dimension is the fastest-changing dimension). Supported M: 2. 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); /** Initialise the kernel's input and output. (Static block shape and paddings) * * @param[in] input Tensor input. Supported tensor rank: 4. Data types supported: All. * @param[in] block_shape_x Block shape x value. * @param[in] block_shape_y Block shape y value. * @param[in] padding_left The padding at the beginning of every dimension of the output tensor. * @param[in] padding_right The padding at the end of every dimension 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 NESpaceToBatchLayerKernel * * @param[in] input Tensor input. Supported tensor rank: 4. Data types supported: All. * @param[in] block_shape 1-D tensor with shape [M]. Supported M: 2. Data types supported: S32 * @param[in] paddings 2-D tensor with shape [2, M] (First dimension is the fastest-changing dimension). Supported M: 2. Data types supported: S32 * @param[in] output Tensor output. 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 NESpaceToBatchLayerKernel (Static block shape and paddings) * * @param[in] input Tensor input. Supported tensor rank: 4. Data types supported: All. * @param[in] block_shape_x Block shape x value. * @param[in] block_shape_y Block shape y value. * @param[in] padding_left The padding at the beginning of every dimension of the output tensor. * @param[in] padding_right The padding at the end of every dimension of the output tensor. * @param[in] output Tensor output. 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(const Window &window, const ThreadInfo &info) override; private: const ITensor *_input; /**< Source tensor */ const ITensor *_block_shape; /**< Block shape tensor for dynamic evaluation */ const ITensor *_paddings; /**< Paddings tensor for dynamic evaluation */ ITensor *_output; /**< Destination tensor */ DataLayout _data_layout; /**< Data layout to be used at run-time */ Size2D _padding_left; int _block_shape_x; int _block_shape_y; }; } // namespace arm_compute #endif /* ARM_COMPUTE_NESPACETOBATCHLAYERKERNEL_H */