/* * Copyright (c) 2016-2019 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_NESCALEIMAGE_H__ #define __ARM_COMPUTE_NESCALEIMAGE_H__ #include "arm_compute/core/NEON/kernels/NEFillBorderKernel.h" #include "arm_compute/core/NEON/kernels/NEScaleKernel.h" #include "arm_compute/core/Types.h" #include "arm_compute/runtime/IFunction.h" #include "arm_compute/runtime/Tensor.h" #include namespace arm_compute { class ITensor; /** Basic function to run @ref NEScaleKernel */ class NEScale : public IFunction { public: /** Constructor * * Initialize NEScale */ NEScale(); /** Initialize the function's source, destination, interpolation type and border_mode. * * @param[in, out] input Source tensor. Data type supported: U8/S16/F16/F32. (Written to only for @p border_mode != UNDEFINED) * @param[out] output Destination tensor. Data type 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] policy The interpolation type. * @param[in] border_mode Strategy to use for borders. * @param[in] constant_border_value (Optional) Constant value to use for borders if border_mode is set to CONSTANT. * @param[in] sampling_policy (Optional) Sampling policy used by the interpolation. Defaults to @ref SamplingPolicy::CENTER * @param[in] use_padding (Optional) Is padding in use or not. Defaults to true. */ void configure(ITensor *input, ITensor *output, InterpolationPolicy policy, BorderMode border_mode, PixelValue constant_border_value = PixelValue(), SamplingPolicy sampling_policy = SamplingPolicy::CENTER, bool use_padding = true); /** Static function to check if given info will lead to a valid configuration of @ref NEScale * * @param[in] input Source tensor. Data type supported: U8/S16/F16/F32. (Written to only for @p border_mode != UNDEFINED) * @param[in] output Destination tensor. Data type 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] policy The interpolation type. * @param[in] border_mode Strategy to use for borders. * @param[in] constant_border_value (Optional) Constant value to use for borders if border_mode is set to CONSTANT. * @param[in] sampling_policy (Optional) Sampling policy used by the interpolation. Defaults to @ref SamplingPolicy::CENTER * @param[in] use_padding (Optional) Is padding in use or not. Defaults to true. * * @return a status */ static Status validate(const ITensorInfo *input, const ITensorInfo *output, InterpolationPolicy policy, BorderMode border_mode, PixelValue constant_border_value = PixelValue(), SamplingPolicy sampling_policy = SamplingPolicy::CENTER, bool use_padding = true); // Inherited methods overridden: void run() override; private: Tensor _offsets; /**< Offset to access the element with NEAREST interpolation or the top-left element with BILINEAR interpolation in the input tensor */ Tensor _dx; /**< Element's distance between the X real coordinate and the smallest X following integer */ Tensor _dy; /**< Element's distance between the Y real coordinate and the smallest Y following integer */ NEScaleKernel _scale_kernel; /**< Kernel to perform the scaling */ NEFillBorderKernel _border_handler; /**< kernel to handle tensor borders */ bool _use_padding; /**< Is padding used on the tensors */ }; } #endif /*__ARM_COMPUTE_NESCALEIMAGE_H__ */