/* * 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. */ #include "arm_compute/core/CL/kernels/CLWarpAffineKernel.h" #include "arm_compute/core/AccessWindowStatic.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/Validate.h" #include "support/StringSupport.h" #include #include #include #include namespace arm_compute { namespace { void options_add_matrix(std::set &options, const std::array &matrix) { for(size_t i = 0; i < 6; ++i) { std::stringstream mat_str; mat_str << "-DMAT" << i << "=" << matrix[i] << " "; options.insert(mat_str.str()); } } } // namespace BorderSize CLWarpAffineKernel::border_size() const { return BorderSize(1); } void CLWarpAffineKernel::configure(const ICLTensor *input, ICLTensor *output, const std::array &matrix, InterpolationPolicy policy) { configure(CLKernelLibrary::get().get_compile_context(), input, output, matrix, policy); } void CLWarpAffineKernel::configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output, const std::array &matrix, InterpolationPolicy policy) { 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(InterpolationPolicy::AREA == policy); _input = input; _output = output; // Create build options std::set options; options_add_matrix(options, matrix); options.emplace(("-DDATA_TYPE=" + get_cl_type_from_data_type(input->info()->data_type()))); // Create kernel std::string interpolation_name = string_from_interpolation_policy(policy); std::transform(interpolation_name.begin(), interpolation_name.end(), interpolation_name.begin(), ::tolower); const std::string kernel_name = "warp_affine_" + interpolation_name; _kernel = create_kernel(compile_context, kernel_name, options); // Set static kernel arguments unsigned int idx = 2 * num_arguments_per_2D_tensor(); //Skip the input and output parameters _kernel.setArg(idx++, input->info()->dimension(0)); _kernel.setArg(idx++, input->info()->dimension(1)); // Configure kernel window constexpr unsigned int num_elems_processed_per_iteration = 4; Window win = calculate_max_window(*output->info(), Steps(num_elems_processed_per_iteration)); int total_right = ceil_to_multiple(input->info()->dimension(0), num_elems_processed_per_iteration); const int access_right = total_right + (((total_right - input->info()->dimension(0)) == 0) ? border_size().right : 0); AccessWindowStatic input_access(input->info(), -border_size().left, -border_size().top, access_right, input->info()->dimension(1) + border_size().bottom); 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, ValidRegion(Coordinates(), output->info()->tensor_shape())); ICLKernel::configure_internal(win); // Set config_id for enabling LWS tuning _config_id = kernel_name; _config_id += "_"; _config_id += lower_string(string_from_data_type(input->info()->data_type())); _config_id += "_"; _config_id += support::cpp11::to_string(input->info()->dimension(0)); _config_id += "_"; _config_id += support::cpp11::to_string(input->info()->dimension(1)); _config_id += "_"; _config_id += support::cpp11::to_string(input->info()->dimension(2)); _config_id += "_"; _config_id += support::cpp11::to_string(input->info()->dimension(3)); _config_id += "_"; _config_id += support::cpp11::to_string(output->info()->dimension(0)); _config_id += "_"; _config_id += support::cpp11::to_string(output->info()->dimension(1)); _config_id += "_"; _config_id += support::cpp11::to_string(output->info()->dimension(2)); _config_id += "_"; _config_id += support::cpp11::to_string(output->info()->dimension(3)); _config_id += "_"; _config_id += lower_string(string_from_interpolation_policy(policy)); } } // namespace arm_compute