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Diffstat (limited to 'src/core/CL/kernels/CLHOGDescriptorKernel.cpp')
| -rw-r--r-- | src/core/CL/kernels/CLHOGDescriptorKernel.cpp | 239 |
1 files changed, 0 insertions, 239 deletions
diff --git a/src/core/CL/kernels/CLHOGDescriptorKernel.cpp b/src/core/CL/kernels/CLHOGDescriptorKernel.cpp deleted file mode 100644 index e58b62e9de..0000000000 --- a/src/core/CL/kernels/CLHOGDescriptorKernel.cpp +++ /dev/null @@ -1,239 +0,0 @@ -/* - * Copyright (c) 2017-2020 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/CLHOGDescriptorKernel.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/Types.h" -#include "arm_compute/core/Validate.h" -#include "arm_compute/core/Window.h" -#include "support/StringSupport.h" - -#include <set> -#include <sstream> -#include <string> - -using namespace arm_compute; - -CLHOGOrientationBinningKernel::CLHOGOrientationBinningKernel() - : _input_magnitude(nullptr), _input_phase(nullptr), _output(nullptr), _cell_size() -{ -} - -void CLHOGOrientationBinningKernel::configure(const ICLTensor *input_magnitude, const ICLTensor *input_phase, ICLTensor *output, const HOGInfo *hog_info) -{ - configure(CLKernelLibrary::get().get_compile_context(), input_magnitude, input_phase, output, hog_info); -} - -void CLHOGOrientationBinningKernel::configure(const CLCompileContext &compile_context, const ICLTensor *input_magnitude, const ICLTensor *input_phase, ICLTensor *output, const HOGInfo *hog_info) -{ - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input_magnitude, 1, DataType::S16); - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input_phase, 1, DataType::U8); - ARM_COMPUTE_ERROR_ON(hog_info == nullptr); - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, hog_info->num_bins(), DataType::F32); - ARM_COMPUTE_ERROR_ON(input_magnitude->info()->dimension(Window::DimX) != input_phase->info()->dimension(Window::DimX)); - ARM_COMPUTE_ERROR_ON(input_magnitude->info()->dimension(Window::DimY) != input_phase->info()->dimension(Window::DimY)); - - _input_magnitude = input_magnitude; - _input_phase = input_phase; - _output = output; - _cell_size = hog_info->cell_size(); - - float phase_scale = (PhaseType::SIGNED == hog_info->phase_type() ? hog_info->num_bins() / 360.0f : hog_info->num_bins() / 180.0f); - phase_scale *= (PhaseType::SIGNED == hog_info->phase_type() ? 360.0f / 255.0f : 1.0f); - - std::stringstream args_str; - args_str << "-DCELL_WIDTH=" << hog_info->cell_size().width << " "; - args_str << "-DCELL_HEIGHT=" << hog_info->cell_size().height << " "; - args_str << "-DNUM_BINS=" << hog_info->num_bins() << " "; - args_str << "-DPHASE_SCALE=" << phase_scale << " "; - - // Construct kernel name - std::set<std::string> build_opts = {}; - build_opts.insert(args_str.str()); - - // Create kernel - const std::string kernel_name = std::string("hog_orientation_binning"); - _kernel = create_kernel(compile_context, kernel_name, build_opts); - - constexpr unsigned int num_elems_processed_per_iteration = 1; - constexpr unsigned int num_elems_read_per_iteration = 1; - const unsigned int num_rows_read_per_iteration = hog_info->cell_size().height; - constexpr unsigned int num_elems_written_per_iteration = 1; - - // Configure kernel window - Window win = calculate_max_window(*output->info(), Steps(num_elems_processed_per_iteration)); - AccessWindowHorizontal output_access(output->info(), 0, num_elems_written_per_iteration); - - update_window_and_padding(win, - AccessWindowRectangle(input_magnitude->info(), 0, 0, num_elems_read_per_iteration, num_rows_read_per_iteration), - AccessWindowRectangle(input_phase->info(), 0, 0, num_elems_read_per_iteration, num_rows_read_per_iteration), - output_access); - - output->info()->set_valid_region(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_magnitude->info()->data_type())); - _config_id += "_"; - _config_id += support::cpp11::to_string(input_magnitude->info()->dimension(0)); - _config_id += "_"; - _config_id += support::cpp11::to_string(input_magnitude->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)); -} - -void CLHOGOrientationBinningKernel::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 - { - // Compute slice for the magnitude and phase tensors - Window slice_mag_phase = window.first_slice_window_2D(); - slice_mag_phase.set(Window::DimX, Window::Dimension(window.x().start() * _cell_size.width, window.x().start() * _cell_size.width, _cell_size.width)); - slice_mag_phase.set(Window::DimY, Window::Dimension(window.y().start() * _cell_size.height, window.y().start() * _cell_size.height, _cell_size.height)); - - unsigned int idx = 0; - add_2D_tensor_argument(idx, _input_magnitude, slice_mag_phase); - add_2D_tensor_argument(idx, _input_phase, slice_mag_phase); - add_2D_tensor_argument(idx, _output, slice); - - enqueue(queue, *this, slice, lws_hint()); - } - while(window.slide_window_slice_2D(slice)); -} - -CLHOGBlockNormalizationKernel::CLHOGBlockNormalizationKernel() - : _input(nullptr), _output(nullptr), _num_cells_per_block_stride() -{ -} - -void CLHOGBlockNormalizationKernel::configure(const ICLTensor *input, ICLTensor *output, const HOGInfo *hog_info) -{ - configure(CLKernelLibrary::get().get_compile_context(), input, output, hog_info); -} - -void CLHOGBlockNormalizationKernel::configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output, const HOGInfo *hog_info) -{ - ARM_COMPUTE_ERROR_ON(hog_info == nullptr); - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, hog_info->num_bins(), DataType::F32); - ARM_COMPUTE_ERROR_ON_DATA_TYPE_NOT_IN(output, DataType::F32); - - // Number of cells per block - const Size2D num_cells_per_block(hog_info->block_size().width / hog_info->cell_size().width, - hog_info->block_size().height / hog_info->cell_size().height); - - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, hog_info->num_bins() * num_cells_per_block.area(), DataType::F32); - - // Number of cells per block stride - const Size2D num_cells_per_block_stride(hog_info->block_stride().width / hog_info->cell_size().width, - hog_info->block_stride().height / hog_info->cell_size().height); - - _input = input; - _output = output; - _num_cells_per_block_stride = num_cells_per_block_stride; - - std::stringstream args_str; - args_str << "-DL2_HYST_THRESHOLD=" << hog_info->l2_hyst_threshold() << " "; - args_str << "-DNUM_CELLS_PER_BLOCK_HEIGHT=" << num_cells_per_block.height << " "; - args_str << "-DNUM_BINS_PER_BLOCK_X=" << num_cells_per_block.width *hog_info->num_bins() << " "; - args_str << "-DNUM_BINS_PER_BLOCK=" << _output->info()->num_channels() << " "; - args_str << "-DL2_NORM=" << static_cast<int>(HOGNormType::L2_NORM) << " "; - args_str << "-DL1_NORM=" << static_cast<int>(HOGNormType::L1_NORM) << " "; - args_str << "-DL2HYS_NORM=" << static_cast<int>(HOGNormType::L2HYS_NORM) << " "; - args_str << "-DHOG_NORM_TYPE=" << static_cast<int>(hog_info->normalization_type()) << " "; - - // Construct kernel name - std::set<std::string> build_opts = {}; - build_opts.insert(args_str.str()); - - const std::string kernel_name = std::string("hog_block_normalization"); - _kernel = create_kernel(compile_context, kernel_name, build_opts); - - constexpr unsigned int num_elems_processed_per_iteration = 1; - constexpr unsigned int num_elems_read_per_iteration = 1; - const unsigned int num_rows_read_per_iteration = num_cells_per_block.height; - constexpr unsigned int num_elems_written_per_iteration = 1; - const unsigned int num_rows_written_per_iteration = num_cells_per_block.height; - - // Configure kernel window - Window win = calculate_max_window(*output->info(), Steps(num_elems_processed_per_iteration)); - AccessWindowRectangle output_access(output->info(), 0, 0, num_elems_written_per_iteration, num_rows_written_per_iteration); - - update_window_and_padding(win, - AccessWindowRectangle(input->info(), 0, 0, num_elems_read_per_iteration, num_rows_read_per_iteration), - 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(output->info()->dimension(0)); - _config_id += "_"; - _config_id += support::cpp11::to_string(output->info()->dimension(1)); -} - -void CLHOGBlockNormalizationKernel::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 - { - // Compute slice for the magnitude and phase tensors - Window slice_in = window.first_slice_window_2D(); - slice_in.set_dimension_step(Window::DimX, _num_cells_per_block_stride.width); - slice_in.set_dimension_step(Window::DimY, _num_cells_per_block_stride.height); - - unsigned int idx = 0; - add_2D_tensor_argument(idx, _input, slice_in); - add_2D_tensor_argument(idx, _output, slice); - - enqueue(queue, *this, slice, lws_hint()); - } - while(window.slide_window_slice_2D(slice)); -} |