/* * Copyright (c) 2016-2018 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_CLMEANSTDDEVKERNEL_H__ #define __ARM_COMPUTE_CLMEANSTDDEVKERNEL_H__ #include "arm_compute/core/CL/ICLKernel.h" namespace cl { class Buffer; } namespace arm_compute { class ICLTensor; using ICLImage = ICLTensor; /** Interface for the kernel to calculate mean and standard deviation of input image pixels. */ class CLMeanStdDevKernel : public ICLKernel { public: /** Default constructor */ CLMeanStdDevKernel(); /** Prevent instances of this class from being copied (As this class contains pointers) */ CLMeanStdDevKernel(const CLMeanStdDevKernel &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ CLMeanStdDevKernel &operator=(const CLMeanStdDevKernel &) = delete; /** Allow instances of this class to be moved */ CLMeanStdDevKernel(CLMeanStdDevKernel &&) = default; /** Allow instances of this class to be moved */ CLMeanStdDevKernel &operator=(CLMeanStdDevKernel &&) = default; /** Initialise the kernel's input and outputs. * * @param[in] input Input image. Data types supported: U8. * @param[out] mean Input average pixel value. * @param[out] global_sum Keeps global sum of pixel values (Buffer size: 1 cl_ulong). * @param[out] stddev (Optional) Output standard deviation of pixel values. * @param[out] global_sum_squared (Optional if stddev is not set, required if stddev is set) Keeps global sum of squared pixel values (Buffer size: 1 cl_ulong). */ void configure(const ICLImage *input, float *mean, cl::Buffer *global_sum, float *stddev = nullptr, cl::Buffer *global_sum_squared = nullptr); /** Static function to check if given info will lead to a valid configuration of @ref CLMeanStdDevKernel. * * @param[in] input Input image info. Data types supported: U8. * @param[in] mean Input average pixel value. * @param[in] global_sum Keeps global sum of pixel values. * @param[in] stddev (Optional) Output standard deviation of pixel values. * @param[in] global_sum_squared (Optional if stddev is not set, required if stddev is set) Keeps global sum of squared pixel values. * * @return a status */ static Status validate(const ITensorInfo *input, float *mean, cl::Buffer *global_sum, float *stddev = nullptr, cl::Buffer *global_sum_squared = nullptr); // Inherited methods overridden: void run(const Window &window, cl::CommandQueue &queue) override; BorderSize border_size() const override; private: const ICLImage *_input; float *_mean; float *_stddev; cl::Buffer *_global_sum; cl::Buffer *_global_sum_squared; BorderSize _border_size; }; } // namespace arm_compute #endif /* __ARM_COMPUTE_CLMEANSTDDEVKERNEL_H__ */