/* * 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/CLFastCornersKernel.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/IAccessWindow.h" #include "arm_compute/core/Validate.h" #include "arm_compute/core/Window.h" #include "support/StringSupport.h" #include #include using namespace arm_compute; CLFastCornersKernel::CLFastCornersKernel() : ICLKernel(), _input(nullptr), _output(nullptr) { } BorderSize CLFastCornersKernel::border_size() const { return BorderSize(3); } void CLFastCornersKernel::configure(const ICLImage *input, ICLImage *output, float threshold, bool non_max_suppression, BorderMode border_mode) { configure(CLKernelLibrary::get().get_compile_context(), input, output, threshold, non_max_suppression, border_mode); } void CLFastCornersKernel::configure(const CLCompileContext &compile_context, const ICLImage *input, ICLImage *output, float threshold, bool non_max_suppression, BorderMode border_mode) { ARM_COMPUTE_ERROR_ON_TENSOR_NOT_2D(input); ARM_COMPUTE_ERROR_ON_TENSOR_NOT_2D(output); 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_MSG(border_mode != BorderMode::UNDEFINED, "Not implemented"); _input = input; _output = output; // Create build options std::set build_opts; if(non_max_suppression) { build_opts.emplace("-DUSE_MAXSUPPRESSION"); } // Create kernel const std::string kernel_name = std::string("fast_corners"); _kernel = create_kernel(compile_context, kernel_name, build_opts); // Set static kernel arguments unsigned int idx = 2 * num_arguments_per_2D_tensor(); // Skip the input and output parameters _kernel.setArg(idx, static_cast(threshold)); // Configure kernel window constexpr unsigned int num_elems_processed_per_iteration = 1; constexpr unsigned int num_elems_read_per_iteration = 7; constexpr unsigned int num_rows_read_per_iteration = 3; Window win = calculate_max_window(*input->info(), Steps(num_elems_processed_per_iteration), border_mode == BorderMode::UNDEFINED, BorderSize(3)); AccessWindowHorizontal output_access(output->info(), 0, num_elems_processed_per_iteration); AccessWindowRectangle input_access(input->info(), -border_size().left, -border_size().top, num_elems_read_per_iteration, num_rows_read_per_iteration); update_window_and_padding(win, input_access, output_access); output_access.set_valid_region(win, input->info()->valid_region(), border_mode == BorderMode::UNDEFINED, border_size()); 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(output->info()->dimension(0)); _config_id += "_"; _config_id += support::cpp11::to_string(output->info()->dimension(1)); _config_id += "_"; _config_id += support::cpp11::to_string(non_max_suppression); _config_id += "_"; _config_id += lower_string(string_from_border_mode(border_mode)); } void CLFastCornersKernel::run(const Window &window, cl::CommandQueue &queue) { ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window); Window slice = window.first_slice_window_2D(); do { unsigned int idx = 0; add_2D_tensor_argument(idx, _input, slice); add_2D_tensor_argument(idx, _output, slice); enqueue(queue, *this, slice, lws_hint()); } while(window.slide_window_slice_2D(slice)); } CLCopyToArrayKernel::CLCopyToArrayKernel() : ICLKernel(), _input(nullptr), _corners(nullptr), _num_buffer(nullptr) { } void CLCopyToArrayKernel::configure(const ICLImage *input, bool update_number, ICLKeyPointArray *corners, cl::Buffer *num_buffers) { configure(CLKernelLibrary::get().get_compile_context(), input, update_number, corners, num_buffers); } void CLCopyToArrayKernel::configure(const CLCompileContext &compile_context, const ICLImage *input, bool update_number, ICLKeyPointArray *corners, cl::Buffer *num_buffers) { ARM_COMPUTE_ERROR_ON_TENSOR_NOT_2D(input); ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::U8); ARM_COMPUTE_ERROR_ON(corners == nullptr); ARM_COMPUTE_ERROR_ON(num_buffers == nullptr); _input = input; _corners = corners; _num_buffer = num_buffers; std::set build_opts; if(update_number) { build_opts.emplace("-DUPDATE_NUMBER"); } // Create kernel const std::string kernel_name = std::string("copy_to_keypoint"); _kernel = create_kernel(compile_context, kernel_name, build_opts); //Get how many pixels skipped in the x dimension in the previous stages unsigned int offset = _input->info()->valid_region().anchor.x(); // Set static kernel arguments unsigned int idx = num_arguments_per_2D_tensor(); // Skip the input and output parameters _kernel.setArg(idx++, _corners->max_num_values()); _kernel.setArg(idx++, offset); _kernel.setArg(idx++, *_num_buffer); _kernel.setArg(idx++, _corners->cl_buffer()); // Configure kernel window constexpr unsigned int num_elems_processed_per_iteration = 1; Window win = calculate_max_window(*input->info(), Steps(num_elems_processed_per_iteration)); update_window_and_padding(win, AccessWindowHorizontal(input->info(), 0, num_elems_processed_per_iteration)); 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)); } void CLCopyToArrayKernel::run(const Window &window, cl::CommandQueue &queue) { ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window); //Initialise the _num_buffer as it used as both input and output static const unsigned int zero_init = 0; queue.enqueueWriteBuffer(*_num_buffer, CL_FALSE, 0, sizeof(unsigned int), &zero_init); Window slice = window.first_slice_window_2D(); do { unsigned int idx = 0; add_2D_tensor_argument(idx, _input, slice); enqueue(queue, *this, slice, lws_hint()); } while(window.slide_window_slice_2D(slice)); }