/* * Copyright (c) 2016-2020 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_NEMEANSTDDEV_H #define ARM_COMPUTE_NEMEANSTDDEV_H #include "arm_compute/core/IMultiImage.h" #include "arm_compute/core/Types.h" #include "arm_compute/runtime/IFunction.h" #include #include namespace arm_compute { class NEMeanStdDevKernel; class NEFillBorderKernel; /** Basic function to execute mean and std deviation. This function calls the following NEON kernels: * * @ref NEMeanStdDevKernel * */ class NEMeanStdDev : public IFunction { public: /** Default Constructor. */ NEMeanStdDev(); /** Prevent instances of this class from being copied (As this class contains pointers) */ NEMeanStdDev(const NEMeanStdDev &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ NEMeanStdDev &operator=(const NEMeanStdDev &) = delete; /** Prevent instances of this class from being moved (As this class contains non movable objects) */ NEMeanStdDev(NEMeanStdDev &&) = delete; /** Prevent instances of this class from being moved (As this class contains non movable objects) */ NEMeanStdDev &operator=(NEMeanStdDev &&) = delete; /** Default destructor */ ~NEMeanStdDev(); /** Initialise the kernel's inputs and outputs. * * @param[in, out] input Input image. Data types supported: U8. (Written to only for border filling) * @param[out] mean Output average pixel value. * @param[out] stddev (Optional) Output standard deviation of pixel values. */ void configure(IImage *input, float *mean, float *stddev = nullptr); // Inherited methods overridden: void run() override; private: std::unique_ptr _mean_stddev_kernel; /**< Kernel that standard deviation calculation. */ std::unique_ptr _fill_border_kernel; /**< Kernel that fills tensor's borders with zeroes. */ uint64_t _global_sum; /**< Variable that holds the global sum among calls in order to ease reduction */ uint64_t _global_sum_squared; /**< Variable that holds the global sum of squared values among calls in order to ease reduction */ }; } #endif /*ARM_COMPUTE_NEMEANSTDDEV_H */