/* * 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_CLARGMINMAXLAYERKERNEL_H #define ARM_COMPUTE_CLARGMINMAXLAYERKERNEL_H #include "arm_compute/core/CL/ICLKernel.h" #include "arm_compute/core/Types.h" namespace arm_compute { class ICLTensor; /** Interface for the reduction operation kernel * * @note The default data type for an uninitialized output tensor is * signed 32-bit integer (S32). It is the user's responsibility to check * that the results do not overflow because the indices are computed * in unsigned 32-bit (U32). */ class CLArgMinMaxLayerKernel : public ICLKernel { public: /** Default constructor */ CLArgMinMaxLayerKernel(); /** Prevent instances of this class from being copied (As this class contains pointers) */ CLArgMinMaxLayerKernel(const CLArgMinMaxLayerKernel &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ CLArgMinMaxLayerKernel &operator=(const CLArgMinMaxLayerKernel &) = delete; /** Allow instances of this class to be moved */ CLArgMinMaxLayerKernel(CLArgMinMaxLayerKernel &&) = default; /** Allow instances of this class to be moved */ CLArgMinMaxLayerKernel &operator=(CLArgMinMaxLayerKernel &&) = default; /** Default destructor */ ~CLArgMinMaxLayerKernel() = default; /** Set the input and output tensors. * * @param[in] input Source tensor. Data types supported: S32/F16/F32. * @param[in] prev_output Destination tensor of the previous iterations of @ref CLArgMinMaxLayerKernel. Data types supported: U32/S32 * Has to be nullptr for the first iteration * @param[out] output Destination tensor. Data types supported: U32/S32 * Output will have the same number of dimensions as input. * @param[in] axis Axis along which to reduce. Supported reduction axis : 0,1,2,3 * @param[in] op Reduction operation to perform. Only ArgMin and ArgMax are supported. */ void configure(const ICLTensor *input, const ICLTensor *prev_output, ICLTensor *output, unsigned int axis, ReductionOperation op); /** Static function to check if given info will lead to a valid configuration of @ref CLArgMinMaxLayerKernel. * * @param[in] input Source tensor info. Data types supported: S32/F16/F32. * @param[in] prev_output Destination tensor info of the previous iterations. Data types supported: U32/S32 * Has to be nullptr for the first iteration * @param[in] output Destination tensor info. Data types supported: U32/S32 * Output will have the same number of dimensions as input. * @param[in] axis Axis along which to reduce. Supported reduction axis : 0,1,2,3 * @param[in] op Reduction operation to perform. Only ArgMin and ArgMax are supported. * * @return a status */ static Status validate(const ITensorInfo *input, const ITensorInfo *prev_output, const ITensorInfo *output, unsigned int axis, ReductionOperation op); // Inherited methods overridden: void run(const Window &window, cl::CommandQueue &queue) override; private: const ICLTensor *_input; const ICLTensor *_prev_output; ICLTensor *_output; unsigned int _reduction_axis; ReductionOperation _op; }; } // namespace arm_compute #endif /* ARM_COMPUTE_CLARGMINMAXLAYERKERNEL_H */