/* * Copyright (c) 2017-2021 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_NEROIPOOLINGLAYERKERNEL_H #define ARM_COMPUTE_NEROIPOOLINGLAYERKERNEL_H #include "src/core/NEON/INEKernel.h" namespace arm_compute { class ITensor; /** Interface for the ROI pooling layer kernel */ class NEROIPoolingLayerKernel : public INEKernel { public: const char *name() const override { return "NEROIPoolingLayerKernel"; } /** Default constructor */ NEROIPoolingLayerKernel(); /** Prevent instances of this class from being copied (As this class contains pointers) */ NEROIPoolingLayerKernel(const NEROIPoolingLayerKernel &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ NEROIPoolingLayerKernel &operator=(const NEROIPoolingLayerKernel &) = delete; /** Allow instances of this class to be moved */ NEROIPoolingLayerKernel(NEROIPoolingLayerKernel &&) = default; /** Allow instances of this class to be moved */ NEROIPoolingLayerKernel &operator=(NEROIPoolingLayerKernel &&) = default; /** Default destructor */ ~NEROIPoolingLayerKernel() = default; /** Set the input and output tensors. * * @param[in] input Source tensor. Data types supported: QASYMM8/F32 * @param[in] rois ROIs tensor, it is a 2D tensor of size [5, N] (where N is the number of ROIs) containing top left and bottom right corner * as coordinate of an image and batch_id of ROI [ batch_id, x1, y1, x2, y2 ]. Data types supported: U16 * @param[out] output Destination tensor. Data types supported: Same as @p input. * @param[in] pool_info Contains pooling operation information described in @ref ROIPoolingLayerInfo. * * @note The x and y dimensions of @p output tensor must be the same as that specified by @p pool_info 's pooled * width and pooled height. * @note The z dimensions of @p output tensor and @p input tensor must be the same. * @note The fourth dimension of @p output tensor must be the same as the number of elements in @p rois tensor. */ void configure(const ITensor *input, const ITensor *rois, const ITensor *output, const ROIPoolingLayerInfo &pool_info); // Inherited methods overridden: void run(const Window &window, const ThreadInfo &info) override; /** Static function to check if given info will lead to a valid configuration of @ref NEROIPoolingLayerKernel * * @param[in] input Source tensor info. Data types supported: QASYMM8/F32. * @param[in] rois ROIs tensor info. Data types supported: U16 * @param[in] output Destination tensor info. Data types supported: Same as @p input. * @param[in] pool_info Contains pooling operation information described in @ref ROIPoolingLayerInfo. * * @note The x and y dimensions of @p output tensor must be the same as @p pool_info 's pooled * width and pooled height. * @note The datatype of @p output should be the same as the datatype of @p input * @note The fourth dimension of @p output tensor must be the same as the number of elements in @p rois array. * * @return a Status */ static Status validate(const ITensorInfo *input, const ITensorInfo *rois, const ITensorInfo *output, const ROIPoolingLayerInfo &pool_info); private: const ITensor *_input; const ITensor *_rois; const ITensor *_output; ROIPoolingLayerInfo _pool_info; }; } // namespace arm_compute #endif /*ARM_COMPUTE_NEROIPOOLINGLAYERKERNEL_H */