/* * Copyright (c) 2016-2023 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 ACL_SRC_CPU_KERNELS_CPUSCALEKERNEL_H #define ACL_SRC_CPU_KERNELS_CPUSCALEKERNEL_H #include "arm_compute/core/KernelDescriptors.h" #include "src/core/common/Macros.h" #include "src/cpu/ICpuKernel.h" namespace arm_compute { namespace cpu { namespace kernels { /** Arm(R) Neon(TM) kernel to perform scaling on a tensor */ class CpuScaleKernel : public ICpuKernel { private: /** Scale function to use for the particular function to use */ using ScaleKernelPtr = std::add_pointer::type; public: CpuScaleKernel() = default; ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(CpuScaleKernel); /** Initialise the kernel's inputs, output and interpolation policy * * @note dx, dy and offsets have the same dimensions (width and height) of the output tensor * @note Using @p policy Area only supports data layout NCHW and input data type U8. * @note Using S8 data type only supports NHWC, @p border_mode Replicate, and @p policy Bilinear * * @param[in] src Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/U8/S8/S16/F16/F32. * @param[in] dx Distance x tensor info. Pixel's distance between the X real coordinate and the smallest X following integer. Data type supported: F32 * @param[in] dy Distance y tensor info. Pixel's distance between the Y real coordinate and the smallest Y following integer. Data type supported: F32 * @param[in] offsets Offset tensor info. Offset to access the pixel with NEAREST interpolation or the top-left pixel with BILINEAR interpolation in the input tensor. Data type supported: S32. * @param[out] dst Destination tensor info. Data types supported: Same as @p input. All but the lowest two dimensions must be the same size as in the input tensor, i.e. scaling is only performed within the XY-plane. * @param[in] info @ref ScaleKernelInfo to use for configuration */ void configure(const ITensorInfo *src, const ITensorInfo *dx, const ITensorInfo *dy, const ITensorInfo *offsets, ITensorInfo *dst, const ScaleKernelInfo &info); /** Static function to check if given info will lead to a valid configuration * * Similar to CpuScaleKernel::configure() * * @return a status */ static Status validate(const ITensorInfo *src, const ITensorInfo *dx, const ITensorInfo *dy, const ITensorInfo *offsets, ITensorInfo *dst, const ScaleKernelInfo &info); // Inherited methods overridden: void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override; const char *name() const override; struct ScaleKernel { const char *name; const ScaleKernelDataTypeISASelectorDataPtr is_selected; ScaleKernelPtr ukernel; }; static const std::vector &get_available_kernels(); private: ScaleKernelPtr _nchw_func{nullptr}; InterpolationPolicy _policy{}; BorderMode _border_mode{}; PixelValue _constant_border_value{}; float _sampling_offset{0}; bool _align_corners{false}; DataLayout _data_layout{DataLayout::UNKNOWN}; ScaleKernelPtr _run_method{nullptr}; std::string _name{}; }; } // namespace kernels } // namespace cpu } // namespace arm_compute #endif // ACL_SRC_CPU_KERNELS_CPUSCALEKERNEL_H