/* * Copyright (c) 2020-2021 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_NEMAXUNPOOLINGLAYERKERNEL_H #define ARM_COMPUTE_NEMAXUNPOOLINGLAYERKERNEL_H #include "src/core/NEON/INEKernel.h" namespace arm_compute { class ITensor; /** Interface for the pooling layer kernel */ class NEMaxUnpoolingLayerKernel : public INEKernel { public: const char *name() const override { return "NEMaxUnpoolingLayerKernel"; } /** Default constructor */ NEMaxUnpoolingLayerKernel(); /** Prevent instances of this class from being copied (As this class contains pointers) */ NEMaxUnpoolingLayerKernel(const NEMaxUnpoolingLayerKernel &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ NEMaxUnpoolingLayerKernel &operator=(const NEMaxUnpoolingLayerKernel &) = delete; /** Allow instances of this class to be moved */ NEMaxUnpoolingLayerKernel(NEMaxUnpoolingLayerKernel &&) = default; /** Allow instances of this class to be moved */ NEMaxUnpoolingLayerKernel &operator=(NEMaxUnpoolingLayerKernel &&) = default; /** Default destructor */ ~NEMaxUnpoolingLayerKernel() = default; /** Set the input and output tensors. * * @note Output shape must be equal to the shape of the original input to pool. * * @param[in] input Source tensor. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. * @param[in] indices Tensor containing the offset to store the input elements in the output tensor. * @ref NEPoolingLayer with indices should precede this function in order to * properly reconstruct the output tensor. * The tensor shape of this tensor has to be equal to the input tensor shape. Data type supported: U32. * @param[out] output Destination tensor. Data types supported: Same as @p input. * @param[in] pool_info Contains pooling operation information described in @ref PoolingLayerInfo. */ void configure(const ITensor *input, const ITensor *indices, ITensor *output, const PoolingLayerInfo &pool_info); /** Static function to check if given info will lead to a valid configuration of @ref NEMaxUnpoolingLayerKernel * * @param[in] input Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. * @param[in] output Destination tensor info. Data types supported: Same as @p input. * @param[in] indices Tensor info of the indices of the maximal values. Data type supported: U32. * @param[in] pool_info Contains pooling operation information described in @ref PoolingLayerInfo. * * @return a status */ static Status validate(const ITensorInfo *input, const ITensorInfo *indices, const ITensorInfo *output, const PoolingLayerInfo &pool_info); // Inherited methods overridden: void run(const Window &window, const ThreadInfo &info) override; private: /** Function to perform 2x2 pooling and compute the pooling indices. The indices can be used for max unpool. * * @param[in] window_input Input region on which to execute the kernel. */ template void unpooling2(const Window &window_input); using UnpoolingFunction = void (NEMaxUnpoolingLayerKernel::*)(const Window &window); private: UnpoolingFunction _func; const ITensor *_input; ITensor *_output; const ITensor *_indices; }; } // namespace arm_compute #endif /*ARM_COMPUTE_NEMAXUNPOOLINGLAYERKERNEL_H */