/* * Copyright (c) 2016-2018 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/NEON/kernels/NEColorConvertKernel.h" #include "arm_compute/core/Error.h" #include "arm_compute/core/Helpers.h" #include "arm_compute/core/IAccessWindow.h" #include "arm_compute/core/IMultiImage.h" #include "arm_compute/core/ITensor.h" #include "arm_compute/core/MultiImageInfo.h" #include "arm_compute/core/NEON/NEColorConvertHelper.inl" #include "arm_compute/core/TensorInfo.h" #include "arm_compute/core/Types.h" #include "arm_compute/core/Validate.h" #include "arm_compute/core/Window.h" using namespace arm_compute; NEColorConvertKernel::NEColorConvertKernel() : _input(nullptr), _output(nullptr), _func(nullptr) { } void NEColorConvertKernel::configure(const ITensor *input, ITensor *output) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); set_shape_if_empty(*output->info(), input->info()->tensor_shape()); ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(input, output); unsigned int num_elems_processed_per_iteration = 0; switch(input->info()->format()) { case Format::RGBA8888: { switch(output->info()->format()) { case Format::RGB888: _func = colorconvert_rgbx_to_rgb; num_elems_processed_per_iteration = 16; break; default: ARM_COMPUTE_ERROR("Not supported"); break; } break; } case Format::UYVY422: { switch(output->info()->format()) { case Format::RGB888: _func = colorconvert_yuyv_to_rgb; num_elems_processed_per_iteration = 32; break; case Format::RGBA8888: _func = colorconvert_yuyv_to_rgb; num_elems_processed_per_iteration = 32; break; default: ARM_COMPUTE_ERROR("Not supported"); break; } break; } case Format::YUYV422: { switch(output->info()->format()) { case Format::RGB888: _func = colorconvert_yuyv_to_rgb; num_elems_processed_per_iteration = 32; break; case Format::RGBA8888: _func = colorconvert_yuyv_to_rgb; num_elems_processed_per_iteration = 32; break; default: ARM_COMPUTE_ERROR("Not supported"); break; } break; } case Format::RGB888: { switch(output->info()->format()) { case Format::RGBA8888: _func = colorconvert_rgb_to_rgbx; num_elems_processed_per_iteration = 16; break; case Format::U8: _func = colorconvert_rgb_to_u8; num_elems_processed_per_iteration = 16; break; default: ARM_COMPUTE_ERROR("Not supported"); break; } break; } default: ARM_COMPUTE_ERROR("Not supported"); break; } _input = input; _output = output; // Configure kernel window Window win = calculate_max_window(*input->info(), Steps(num_elems_processed_per_iteration)); AccessWindowHorizontal input_access(input->info(), 0, num_elems_processed_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()); INEKernel::configure(win); } void NEColorConvertKernel::configure(const IMultiImage *input, IImage *output) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); ARM_COMPUTE_ERROR_ON_TENSOR_NOT_2D(output); set_shape_if_empty(*output->info(), input->plane(0)->info()->tensor_shape()); ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(input->plane(0), output); unsigned int num_elems_processed_per_iteration = 0; switch(input->info()->format()) { case Format::NV12: { switch(output->info()->format()) { case Format::RGB888: _func = colorconvert_nv12_to_rgb; num_elems_processed_per_iteration = 32; break; case Format::RGBA8888: _func = colorconvert_nv12_to_rgb; num_elems_processed_per_iteration = 32; break; default: ARM_COMPUTE_ERROR("Not supported"); break; } break; } case Format::NV21: { switch(output->info()->format()) { case Format::RGB888: _func = colorconvert_nv12_to_rgb; num_elems_processed_per_iteration = 32; break; case Format::RGBA8888: _func = colorconvert_nv12_to_rgb; num_elems_processed_per_iteration = 32; break; default: ARM_COMPUTE_ERROR("Not supported"); break; } break; } case Format::IYUV: { switch(output->info()->format()) { case Format::RGB888: _func = colorconvert_iyuv_to_rgb; num_elems_processed_per_iteration = 32; break; case Format::RGBA8888: _func = colorconvert_iyuv_to_rgb; num_elems_processed_per_iteration = 32; break; default: ARM_COMPUTE_ERROR("Not supported"); break; } break; } default: ARM_COMPUTE_ERROR("Not supported"); break; } _input = input; _output = output; // Configure kernel window Window win = calculate_max_window(*output->info(), Steps(num_elems_processed_per_iteration)); win.set_dimension_step(Window::DimY, 2); unsigned int input_plane_count = 3; if(input->info()->format() == Format::NV12 || input->info()->format() == Format::NV21) { input_plane_count = 2; } AccessWindowHorizontal input0_access(input->plane(0)->info(), 0, num_elems_processed_per_iteration); AccessWindowRectangle input1_access(input->plane(1)->info(), 0, 0, num_elems_processed_per_iteration, 1, 0.5f, 0.5f); AccessWindowRectangle input2_access(input_plane_count == 2 ? nullptr : input->plane(2)->info(), 0, 0, num_elems_processed_per_iteration, 1, 0.5f, 0.5f); AccessWindowHorizontal output_access(output->info(), 0, num_elems_processed_per_iteration); update_window_and_padding(win, input0_access, input1_access, input2_access, output_access); ValidRegion intersect_region = intersect_valid_regions(input->plane(0)->info()->valid_region(), input->plane(1)->info()->valid_region()); if(input_plane_count == 3) { intersect_region = intersect_valid_regions(intersect_region, input->plane(2)->info()->valid_region()); } output_access.set_valid_region(win, intersect_region); INEKernel::configure(win); } void NEColorConvertKernel::configure(const IImage *input, IMultiImage *output) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); ARM_COMPUTE_ERROR_ON_TENSOR_NOT_2D(input); set_shape_if_empty(*output->plane(0)->info(), input->info()->tensor_shape()); switch(output->info()->format()) { case Format::NV12: { TensorShape subsampled_shape = input->info()->tensor_shape(); subsampled_shape.set(0, subsampled_shape[0] / 2); subsampled_shape.set(1, subsampled_shape[1] / 2); set_shape_if_empty(*output->plane(1)->info(), subsampled_shape); ARM_COMPUTE_ERROR_ON_MISMATCHING_DIMENSIONS(subsampled_shape, output->plane(1)->info()->tensor_shape()); break; } case Format::IYUV: { TensorShape subsampled_shape = input->info()->tensor_shape(); subsampled_shape.set(0, subsampled_shape[0] / 2); subsampled_shape.set(1, subsampled_shape[1] / 2); set_shape_if_empty(*output->plane(1)->info(), subsampled_shape); set_shape_if_empty(*output->plane(2)->info(), subsampled_shape); ARM_COMPUTE_ERROR_ON_MISMATCHING_DIMENSIONS(subsampled_shape, output->plane(1)->info()->tensor_shape()); ARM_COMPUTE_ERROR_ON_MISMATCHING_DIMENSIONS(subsampled_shape, output->plane(2)->info()->tensor_shape()); break; } case Format::YUV444: set_shape_if_empty(*output->plane(1)->info(), input->info()->tensor_shape()); set_shape_if_empty(*output->plane(2)->info(), input->info()->tensor_shape()); ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(input, output->plane(1)); ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(input, output->plane(2)); break; default: ARM_COMPUTE_ERROR("Not supported"); } ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(input, output->plane(0)); unsigned int num_elems_processed_per_iteration = 0; switch(input->info()->format()) { case Format::RGB888: { switch(output->info()->format()) { case Format::NV12: _func = colorconvert_rgb_to_nv12; num_elems_processed_per_iteration = 16; break; case Format::IYUV: _func = colorconvert_rgb_to_iyuv; num_elems_processed_per_iteration = 16; break; case Format::YUV444: _func = colorconvert_rgb_to_yuv4; num_elems_processed_per_iteration = 16; break; default: ARM_COMPUTE_ERROR("Not supported"); break; } break; } case Format::RGBA8888: { switch(output->info()->format()) { case Format::NV12: _func = colorconvert_rgb_to_nv12; num_elems_processed_per_iteration = 16; break; case Format::IYUV: _func = colorconvert_rgb_to_iyuv; num_elems_processed_per_iteration = 16; break; case Format::YUV444: _func = colorconvert_rgb_to_yuv4; num_elems_processed_per_iteration = 16; break; default: ARM_COMPUTE_ERROR("Not supported"); break; } break; } case Format::UYVY422: { switch(output->info()->format()) { case Format::NV12: _func = colorconvert_yuyv_to_nv12; num_elems_processed_per_iteration = 32; break; case Format::IYUV: _func = colorconvert_yuyv_to_iyuv; num_elems_processed_per_iteration = 32; break; default: ARM_COMPUTE_ERROR("Not supported"); break; } break; } case Format::YUYV422: { switch(output->info()->format()) { case Format::NV12: _func = colorconvert_yuyv_to_nv12; num_elems_processed_per_iteration = 32; break; case Format::IYUV: _func = colorconvert_yuyv_to_iyuv; num_elems_processed_per_iteration = 32; break; default: ARM_COMPUTE_ERROR("Not supported"); break; } break; } default: ARM_COMPUTE_ERROR("Not supported"); break; } _input = input; _output = output; // Configure kernel window Window win = calculate_max_window(*input->info(), Steps(num_elems_processed_per_iteration)); float sub_sampling = 1.f; if((input->info()->format() != Format::RGB888 || output->info()->format() != Format::YUV444) && (input->info()->format() != Format::RGBA8888 || output->info()->format() != Format::YUV444)) { win.set_dimension_step(Window::DimY, 2); sub_sampling = 0.5f; } unsigned int output_plane_count = 3; if(output->info()->format() == Format::NV12 || output->info()->format() == Format::NV21) { output_plane_count = 2; } AccessWindowHorizontal output0_access(output->plane(0)->info(), 0, num_elems_processed_per_iteration); AccessWindowRectangle output1_access(output->plane(1)->info(), 0, 0, num_elems_processed_per_iteration, 1, sub_sampling, sub_sampling); AccessWindowRectangle output2_access(output_plane_count == 2 ? nullptr : output->plane(2)->info(), 0, 0, num_elems_processed_per_iteration, 1, sub_sampling, sub_sampling); update_window_and_padding(win, AccessWindowHorizontal(input->info(), 0, num_elems_processed_per_iteration), output0_access, output1_access, output2_access); output0_access.set_valid_region(win, input->info()->valid_region()); output1_access.set_valid_region(win, input->info()->valid_region()); output2_access.set_valid_region(win, input->info()->valid_region()); INEKernel::configure(win); } void NEColorConvertKernel::configure(const IMultiImage *input, IMultiImage *output) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); ARM_COMPUTE_ERROR_ON(input == output); set_shape_if_empty(*output->plane(0)->info(), input->plane(0)->info()->tensor_shape()); switch(output->info()->format()) { case Format::NV12: { TensorShape subsampled_shape = input->plane(0)->info()->tensor_shape(); subsampled_shape.set(0, subsampled_shape[0] / 2); subsampled_shape.set(1, subsampled_shape[1] / 2); set_shape_if_empty(*output->plane(1)->info(), subsampled_shape); ARM_COMPUTE_ERROR_ON_MISMATCHING_DIMENSIONS(subsampled_shape, output->plane(1)->info()->tensor_shape()); break; } case Format::IYUV: { TensorShape subsampled_shape = input->plane(0)->info()->tensor_shape(); subsampled_shape.set(0, subsampled_shape[0] / 2); subsampled_shape.set(1, subsampled_shape[1] / 2); set_shape_if_empty(*output->plane(1)->info(), subsampled_shape); set_shape_if_empty(*output->plane(2)->info(), subsampled_shape); ARM_COMPUTE_ERROR_ON_MISMATCHING_DIMENSIONS(subsampled_shape, output->plane(1)->info()->tensor_shape()); ARM_COMPUTE_ERROR_ON_MISMATCHING_DIMENSIONS(subsampled_shape, output->plane(2)->info()->tensor_shape()); break; } case Format::YUV444: set_shape_if_empty(*output->plane(1)->info(), input->plane(0)->info()->tensor_shape()); set_shape_if_empty(*output->plane(2)->info(), input->plane(0)->info()->tensor_shape()); ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(input->plane(0), output->plane(1)); ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(input->plane(0), output->plane(2)); break; default: ARM_COMPUTE_ERROR("Not supported"); } ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(input->plane(0), output->plane(0)); switch(input->info()->format()) { case Format::NV12: { switch(output->info()->format()) { case Format::IYUV: _func = colorconvert_nv12_to_iyuv; break; case Format::YUV444: _func = colorconvert_nv12_to_yuv4; break; default: ARM_COMPUTE_ERROR("Not supported"); break; } break; } case Format::NV21: { switch(output->info()->format()) { case Format::IYUV: _func = colorconvert_nv12_to_iyuv; break; case Format::YUV444: _func = colorconvert_nv12_to_yuv4; break; default: ARM_COMPUTE_ERROR("Not supported"); break; } break; } case Format::IYUV: { switch(output->info()->format()) { case Format::NV12: _func = colorconvert_iyuv_to_nv12; break; case Format::YUV444: _func = colorconvert_iyuv_to_yuv4; break; default: ARM_COMPUTE_ERROR("Not supported"); break; } break; } default: ARM_COMPUTE_ERROR("Not supported"); break; } _input = input; _output = output; constexpr unsigned int num_elems_processed_per_iteration = 32; constexpr float input_sub_sampling = 0.5f; const float output_sub_sampling = output->info()->format() == Format::YUV444 ? 1.f : 0.5f; // Configure kernel window Window win = calculate_max_window(*input->plane(0)->info(), Steps(num_elems_processed_per_iteration)); win.set_dimension_step(Window::DimY, 2); unsigned int input_plane_count = 3; if(input->info()->format() == Format::NV12 || input->info()->format() == Format::NV21) { input_plane_count = 2; } unsigned int output_plane_count = 3; if(output->info()->format() == Format::NV12 || output->info()->format() == Format::NV21) { output_plane_count = 2; } AccessWindowHorizontal output0_access(output->plane(0)->info(), 0, num_elems_processed_per_iteration); AccessWindowRectangle output1_access(output->plane(1)->info(), 0, 0, num_elems_processed_per_iteration, 1, output_sub_sampling, output_sub_sampling); AccessWindowRectangle output2_access(output_plane_count == 2 ? nullptr : output->plane(2)->info(), 0, 0, num_elems_processed_per_iteration, 1, output_sub_sampling, output_sub_sampling); update_window_and_padding(win, AccessWindowHorizontal(input->plane(0)->info(), 0, num_elems_processed_per_iteration), AccessWindowRectangle(input->plane(1)->info(), 0, 0, num_elems_processed_per_iteration, 1, input_sub_sampling, input_sub_sampling), AccessWindowRectangle(input_plane_count == 2 ? nullptr : input->plane(2)->info(), 0, 0, num_elems_processed_per_iteration, 1, input_sub_sampling, input_sub_sampling), output0_access, output1_access, output2_access); ValidRegion intersect_region = intersect_valid_regions(input->plane(0)->info()->valid_region(), input->plane(1)->info()->valid_region()); if(input_plane_count == 3) { intersect_region = intersect_valid_regions(intersect_region, input->plane(2)->info()->valid_region()); } output0_access.set_valid_region(win, intersect_region); output1_access.set_valid_region(win, intersect_region); output2_access.set_valid_region(win, intersect_region); INEKernel::configure(win); } void NEColorConvertKernel::run(const Window &window, const ThreadInfo &info) { ARM_COMPUTE_UNUSED(info); ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(INEKernel::window(), window); ARM_COMPUTE_ERROR_ON(_func == nullptr); (*_func)(_input, _output, window); }