/* * Copyright (c) 2017-2018 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. */ #include "arm_compute/core/CL/kernels/CLNonLinearFilterKernel.h" #include "arm_compute/core/CL/CLHelpers.h" #include "arm_compute/core/CL/CLKernelLibrary.h" #include "arm_compute/core/CL/ICLTensor.h" #include "arm_compute/core/CL/OpenCL.h" #include "arm_compute/core/Error.h" #include "arm_compute/core/Helpers.h" #include "arm_compute/core/TensorInfo.h" #include "arm_compute/core/Utils.h" #include "arm_compute/core/Validate.h" #include "arm_compute/core/Window.h" #include #include #include #include #include #include using namespace arm_compute; CLNonLinearFilterKernel::CLNonLinearFilterKernel() : _border_size(0) { } BorderSize CLNonLinearFilterKernel::border_size() const { return _border_size; } void CLNonLinearFilterKernel::configure(const ICLTensor *input, ICLTensor *output, NonLinearFilterFunction function, unsigned int mask_size, MatrixPattern pattern, const uint8_t *mask, bool border_undefined) { ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::U8); ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, 1, DataType::U8); ARM_COMPUTE_ERROR_ON(mask_size != 3 && mask_size != 5); ARM_COMPUTE_ERROR_ON_MSG(pattern == MatrixPattern::OTHER, "MatrixPattern::OTHER is not supported!"); ARM_COMPUTE_UNUSED(mask); _input = input; _output = output; _border_size = BorderSize(mask_size / 2); // Define build options std::set build_opts; build_opts.emplace("-D" + string_from_non_linear_filter_function(function)); // Define kernel std::string pattern_name = string_from_matrix_pattern(pattern); std::transform(pattern_name.begin(), pattern_name.end(), pattern_name.begin(), ::tolower); std::stringstream ss; ss << "non_linear_filter_" << pattern_name << mask_size << "x" << mask_size; // Create kernel _kernel = static_cast(CLKernelLibrary::get().create_kernel(ss.str(), build_opts)); // Configure kernel window constexpr unsigned int num_elems_processed_per_iteration = 8; constexpr unsigned int num_elems_read_per_iteration = 16; const unsigned int num_rows_read_per_iteration = mask_size; Window win = calculate_max_window(*input->info(), num_elems_processed_per_iteration, border_undefined, border_size()); AccessWindowRectangle input_access(input->info(), -border_size().left, -border_size().top, num_elems_read_per_iteration, num_rows_read_per_iteration); AccessWindowHorizontal output_access(output->info(), 0, num_elems_processed_per_iteration); update_window_and_padding(win, input_access, output_access); output_access.set_valid_region(win, input->info()->valid_region(), border_undefined, border_size()); ICLKernel::configure_internal(win); }