/* * Copyright (c) 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_NEMAXUNPOOLINGLAYER_H #define ARM_COMPUTE_NEMAXUNPOOLINGLAYER_H #include "arm_compute/runtime/IFunction.h" #include "arm_compute/core/NEON/kernels/NEMaxUnpoolingLayerKernel.h" #include "arm_compute/core/NEON/kernels/NEMemsetKernel.h" namespace arm_compute { class ITensor; /** Function to perform MaxUnpooling. This function calls the following NEON kernels: * * -# @ref NEMemsetKernel * -# @ref NEMaxUnpoolingLayerKernel */ class NEMaxUnpoolingLayer : public IFunction { public: /** Constructor */ NEMaxUnpoolingLayer(); /** Set the input and output tensors. * * @note Only supported pool size 2 * * @param[in, out] input Source tensor. (Written to only when padding != 0) Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. * @param[out] output Destination tensor. Data types supported: Same as @p input. * @param[out] indices The indices of the maximal values. Data type supported: U32. * @param[in] pool_info Contains pooling operation information described in @ref PoolingLayerInfo. */ void configure(ITensor *input, ITensor *indices, ITensor *output, const PoolingLayerInfo &pool_info); /** Static function to check if given info will lead to a valid configuration of @ref NEMaxUnpoolingLayer * * @note Only supported pool size 2 * * @param[in] input Source tensor. (Written to only when padding != 0) Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. * @param[in] indices The indices of the maximal values. Data type supported: U32. * @param[in] output Destination tensor. Data types supported: Same as @p input. * @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() override; private: NEMemsetKernel _memset_kernel; NEMaxUnpoolingLayerKernel _unpooling_layer_kernel; }; } #endif /* ARM_COMPUTE_NEMAXUNPOOLINGLAYER_H */