| /* |
| * 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/runtime/CL/functions/CLGaussianPyramid.h" |
| |
| #include "arm_compute/core/CL/ICLTensor.h" |
| #include "arm_compute/core/Error.h" |
| #include "arm_compute/core/PixelValue.h" |
| #include "arm_compute/core/TensorInfo.h" |
| #include "arm_compute/core/Validate.h" |
| #include "arm_compute/core/Window.h" |
| #include "arm_compute/runtime/CL/CLPyramid.h" |
| #include "arm_compute/runtime/CL/CLScheduler.h" |
| #include "arm_compute/runtime/CL/CLTensor.h" |
| #include "arm_compute/runtime/CL/CLTensorAllocator.h" |
| #include "arm_compute/runtime/CL/functions/CLGaussian5x5.h" |
| #include "src/core/CL/kernels/CLFillBorderKernel.h" |
| #include "src/core/CL/kernels/CLGaussian5x5Kernel.h" |
| #include "src/core/CL/kernels/CLGaussianPyramidKernel.h" |
| #include "src/core/CL/kernels/CLScaleKernel.h" |
| |
| #include <cstddef> |
| |
| using namespace arm_compute; |
| |
| CLGaussianPyramid::CLGaussianPyramid() |
| : _input(nullptr), _pyramid(nullptr), _tmp() |
| { |
| } |
| |
| CLGaussianPyramid::~CLGaussianPyramid() = default; |
| |
| CLGaussianPyramidHalf::CLGaussianPyramidHalf() // NOLINT |
| : _horizontal_border_handler(), |
| _vertical_border_handler(), |
| _horizontal_reduction(), |
| _vertical_reduction() |
| { |
| } |
| |
| CLGaussianPyramidHalf::~CLGaussianPyramidHalf() = default; |
| |
| void CLGaussianPyramidHalf::configure(ICLTensor *input, CLPyramid *pyramid, BorderMode border_mode, uint8_t constant_border_value) |
| { |
| configure(CLKernelLibrary::get().get_compile_context(), input, pyramid, border_mode, constant_border_value); |
| } |
| |
| void CLGaussianPyramidHalf::configure(const CLCompileContext &compile_context, ICLTensor *input, CLPyramid *pyramid, BorderMode border_mode, uint8_t constant_border_value) |
| { |
| ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::U8); |
| ARM_COMPUTE_ERROR_ON(pyramid == nullptr); |
| ARM_COMPUTE_ERROR_ON(input->info()->num_dimensions() != pyramid->get_pyramid_level(0)->info()->num_dimensions()); |
| ARM_COMPUTE_ERROR_ON(input->info()->dimension(0) != pyramid->info()->width()); |
| ARM_COMPUTE_ERROR_ON(input->info()->dimension(1) != pyramid->info()->height()); |
| ARM_COMPUTE_ERROR_ON(SCALE_PYRAMID_HALF != pyramid->info()->scale()); |
| |
| // Constant value to use for vertical fill border when the border mode is CONSTANT |
| const uint16_t pixel_value_u16 = static_cast<uint16_t>(constant_border_value) * 2 + static_cast<uint16_t>(constant_border_value) * 8 + static_cast<uint16_t>(constant_border_value) * 6; |
| |
| /* Get number of pyramid levels */ |
| const size_t num_levels = pyramid->info()->num_levels(); |
| |
| _input = input; |
| _pyramid = pyramid; |
| |
| if(num_levels > 1) |
| { |
| _horizontal_border_handler.reserve(num_levels - 1); |
| _vertical_border_handler.reserve(num_levels - 1); |
| _horizontal_reduction.reserve(num_levels - 1); |
| _vertical_reduction.reserve(num_levels - 1); |
| |
| // Apply half scale to the X dimension of the tensor shape |
| TensorShape tensor_shape = pyramid->info()->tensor_shape(); |
| tensor_shape.set(0, (pyramid->info()->width() + 1) * SCALE_PYRAMID_HALF); |
| |
| PyramidInfo pyramid_info(num_levels - 1, SCALE_PYRAMID_HALF, tensor_shape, Format::U16); |
| _tmp.init(pyramid_info); |
| |
| for(size_t i = 0; i < num_levels - 1; ++i) |
| { |
| /* Configure horizontal kernel */ |
| _horizontal_reduction.emplace_back(std::make_unique<CLGaussianPyramidHorKernel>()); |
| _horizontal_reduction.back()->configure(compile_context, _pyramid->get_pyramid_level(i), _tmp.get_pyramid_level(i)); |
| |
| /* Configure vertical kernel */ |
| _vertical_reduction.emplace_back(std::make_unique<CLGaussianPyramidVertKernel>()); |
| _vertical_reduction.back()->configure(compile_context, _tmp.get_pyramid_level(i), _pyramid->get_pyramid_level(i + 1)); |
| |
| /* Configure border */ |
| _horizontal_border_handler.emplace_back(std::make_unique<CLFillBorderKernel>()); |
| _horizontal_border_handler.back()->configure(compile_context, _pyramid->get_pyramid_level(i), _horizontal_reduction.back()->border_size(), border_mode, PixelValue(constant_border_value)); |
| |
| /* Configure border */ |
| _vertical_border_handler.emplace_back(std::make_unique<CLFillBorderKernel>()); |
| _vertical_border_handler.back()->configure(compile_context, _tmp.get_pyramid_level(i), _vertical_reduction.back()->border_size(), border_mode, PixelValue(pixel_value_u16)); |
| } |
| _tmp.allocate(); |
| } |
| } |
| |
| void CLGaussianPyramidHalf::run() |
| { |
| ARM_COMPUTE_ERROR_ON_MSG(_pyramid == nullptr, "Unconfigured function"); |
| |
| /* Get number of pyramid levels */ |
| const size_t num_levels = _pyramid->info()->num_levels(); |
| |
| /* The first level of the pyramid has the input image */ |
| _pyramid->get_pyramid_level(0)->map(CLScheduler::get().queue(), true /* blocking */); |
| _input->map(CLScheduler::get().queue(), true /* blocking */); |
| _pyramid->get_pyramid_level(0)->copy_from(*_input); |
| |
| _input->unmap(CLScheduler::get().queue()); |
| _pyramid->get_pyramid_level(0)->unmap(CLScheduler::get().queue()); |
| |
| for(unsigned int i = 0; i < num_levels - 1; ++i) |
| { |
| CLScheduler::get().enqueue(*_horizontal_border_handler[i], false); |
| CLScheduler::get().enqueue(*_horizontal_reduction[i], false); |
| CLScheduler::get().enqueue(*_vertical_border_handler[i], false); |
| CLScheduler::get().enqueue(*_vertical_reduction[i], false); |
| } |
| } |
| |
| CLGaussianPyramidOrb::CLGaussianPyramidOrb() // NOLINT |
| : _gauss5x5(), |
| _scale_nearest() |
| { |
| } |
| |
| void CLGaussianPyramidOrb::configure(ICLTensor *input, CLPyramid *pyramid, BorderMode border_mode, uint8_t constant_border_value) |
| { |
| configure(CLKernelLibrary::get().get_compile_context(), input, pyramid, border_mode, constant_border_value); |
| } |
| |
| void CLGaussianPyramidOrb::configure(const CLCompileContext &compile_context, ICLTensor *input, CLPyramid *pyramid, BorderMode border_mode, uint8_t constant_border_value) |
| { |
| ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::U8); |
| ARM_COMPUTE_ERROR_ON(nullptr == pyramid); |
| ARM_COMPUTE_ERROR_ON(input->info()->num_dimensions() != pyramid->get_pyramid_level(0)->info()->num_dimensions()); |
| ARM_COMPUTE_ERROR_ON(input->info()->dimension(0) != pyramid->info()->width()); |
| ARM_COMPUTE_ERROR_ON(input->info()->dimension(1) != pyramid->info()->height()); |
| ARM_COMPUTE_ERROR_ON(SCALE_PYRAMID_ORB != pyramid->info()->scale()); |
| |
| /* Get number of pyramid levels */ |
| const size_t num_levels = pyramid->info()->num_levels(); |
| |
| _input = input; |
| _pyramid = pyramid; |
| |
| if(num_levels > 1) |
| { |
| _gauss5x5.resize(num_levels - 1); |
| _scale_nearest.reserve(num_levels - 1); |
| |
| PyramidInfo pyramid_info(num_levels - 1, SCALE_PYRAMID_ORB, pyramid->info()->tensor_shape(), Format::U8); |
| |
| _tmp.init(pyramid_info); |
| |
| for(size_t i = 0; i < num_levels - 1; ++i) |
| { |
| /* Configure gaussian 5x5 */ |
| _gauss5x5[i].configure(compile_context, _pyramid->get_pyramid_level(i), _tmp.get_pyramid_level(i), border_mode, constant_border_value); |
| |
| /* Configure scale image kernel */ |
| _scale_nearest.emplace_back(std::make_unique<CLScaleKernel>()); |
| _scale_nearest.back()->configure(compile_context, _tmp.get_pyramid_level(i), _pyramid->get_pyramid_level(i + 1), ScaleKernelInfo{ InterpolationPolicy::NEAREST_NEIGHBOR, border_mode, PixelValue(), SamplingPolicy::CENTER }); |
| } |
| |
| _tmp.allocate(); |
| } |
| } |
| |
| void CLGaussianPyramidOrb::run() |
| { |
| ARM_COMPUTE_ERROR_ON_MSG(_pyramid == nullptr, "Unconfigured function"); |
| |
| /* Get number of pyramid levels */ |
| const size_t num_levels = _pyramid->info()->num_levels(); |
| |
| /* The first level of the pyramid has the input image */ |
| _pyramid->get_pyramid_level(0)->map(CLScheduler::get().queue(), true /* blocking */); |
| _input->map(CLScheduler::get().queue(), true /* blocking */); |
| _pyramid->get_pyramid_level(0)->copy_from(*_input); |
| _input->unmap(CLScheduler::get().queue()); |
| _pyramid->get_pyramid_level(0)->unmap(CLScheduler::get().queue()); |
| |
| for(unsigned int i = 0; i < num_levels - 1; ++i) |
| { |
| _gauss5x5[i].run(); |
| CLScheduler::get().enqueue(*_scale_nearest[i]); |
| } |
| } |