/* * Copyright (c) 2016-2019 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/NEChannelExtractKernel.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/INEKernel.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 using namespace arm_compute; namespace arm_compute { class Coordinates; } // namespace arm_compute NEChannelExtractKernel::NEChannelExtractKernel() : _func(nullptr), _lut_index(0) { } void NEChannelExtractKernel::configure(const ITensor *input, Channel channel, ITensor *output) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); ARM_COMPUTE_ERROR_ON(input == output); set_format_if_unknown(*output->info(), Format::U8); // Check if input tensor has a valid format ARM_COMPUTE_ERROR_ON_FORMAT_NOT_IN(input, Format::RGB888, Format::RGBA8888, Format::UYVY422, Format::YUYV422); ARM_COMPUTE_ERROR_ON_FORMAT_NOT_IN(output, Format::U8); ARM_COMPUTE_ERROR_ON_TENSOR_NOT_2D(input); ARM_COMPUTE_ERROR_ON_TENSOR_NOT_2D(output); // Check if channel is valid for given format const Format format = input->info()->format(); ARM_COMPUTE_ERROR_ON_CHANNEL_NOT_IN_KNOWN_FORMAT(format, channel); unsigned int subsampling = 1; if(format == Format::YUYV422 || format == Format::UYVY422) { // Check if the width of the tensor shape is even for formats with subsampled channels (UYVY422 and YUYV422) ARM_COMPUTE_ERROR_ON_TENSORS_NOT_EVEN(format, input); if(channel != Channel::Y) { subsampling = 2; } } TensorShape output_shape = calculate_subsampled_shape(input->info()->tensor_shape(), format, channel); set_shape_if_empty(*output->info(), output_shape); ARM_COMPUTE_ERROR_ON_MISMATCHING_DIMENSIONS(output_shape, output->info()->tensor_shape()); _input = input; _output = output; _lut_index = channel_idx_from_format(format, channel); unsigned int num_elems_processed_per_iteration = 16; if(format == Format::YUYV422 || format == Format::UYVY422) { _func = &NEChannelExtractKernel::extract_1C_from_2C_img; if(channel != Channel::Y) // Channel::U or Channel::V { num_elems_processed_per_iteration = 32; _func = &NEChannelExtractKernel::extract_YUYV_uv; } } else // Format::RGB888 or Format::RGBA8888 { _func = &NEChannelExtractKernel::extract_1C_from_3C_img; if(format == Format::RGBA8888) { _func = &NEChannelExtractKernel::extract_1C_from_4C_img; } } Window win = calculate_max_window(*input->info(), Steps(num_elems_processed_per_iteration)); AccessWindowHorizontal input_access(input->info(), 0, num_elems_processed_per_iteration); AccessWindowRectangle output_access(output->info(), 0, 0, num_elems_processed_per_iteration, 1, 1.f / subsampling, 1.f / subsampling); update_window_and_padding(win, input_access, output_access); ValidRegion input_valid_region = input->info()->valid_region(); output_access.set_valid_region(win, ValidRegion(input_valid_region.anchor, output->info()->tensor_shape())); INEKernel::configure(win); } void NEChannelExtractKernel::configure(const IMultiImage *input, Channel channel, IImage *output) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); ARM_COMPUTE_ERROR_ON_TENSOR_NOT_2D(output); set_format_if_unknown(*output->info(), Format::U8); const Format format = input->info()->format(); ARM_COMPUTE_ERROR_ON_CHANNEL_NOT_IN_KNOWN_FORMAT(format, channel); // Get input plane const IImage *input_plane = input->plane(plane_idx_from_channel(format, channel)); ARM_COMPUTE_ERROR_ON_NULLPTR(input_plane); if(Channel::Y == channel && format != Format::YUV444) { // Check if the width of the tensor shape is even for formats with subsampled channels (UYVY422 and YUYV422) ARM_COMPUTE_ERROR_ON_TENSORS_NOT_EVEN(format, input_plane); } // Calculate 2x2 subsampled tensor shape TensorShape output_shape = calculate_subsampled_shape(input->plane(0)->info()->tensor_shape(), format, channel); set_shape_if_empty(*output->info(), output_shape); ARM_COMPUTE_ERROR_ON_MISMATCHING_DIMENSIONS(output_shape, output->info()->tensor_shape()); // Check if input tensor has a valid format ARM_COMPUTE_ERROR_ON_FORMAT_NOT_IN(input, Format::NV12, Format::NV21, Format::IYUV, Format::YUV444); ARM_COMPUTE_ERROR_ON_FORMAT_NOT_IN(output, Format::U8); _input = input_plane; _output = output; _lut_index = channel_idx_from_format(format, channel); unsigned int num_elems_processed_per_iteration = 32; _func = &NEChannelExtractKernel::copy_plane; if((format == Format::NV12 || format == Format::NV21) && channel != Channel::Y) { num_elems_processed_per_iteration = 16; _func = &NEChannelExtractKernel::extract_1C_from_2C_img; } 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 NEChannelExtractKernel::run(const Window &window, const ThreadInfo &info) { ARM_COMPUTE_UNUSED(info); ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(INESimpleKernel::window(), window); ARM_COMPUTE_ERROR_ON(_func == nullptr); (this->*_func)(window); } void NEChannelExtractKernel::extract_1C_from_2C_img(const Window &win) { Iterator in(_input, win); Iterator out(_output, win); execute_window_loop(win, [&](const Coordinates &) { const auto in_ptr = static_cast(in.ptr()); const auto out_ptr = static_cast(out.ptr()); const auto pixels = vld2q_u8(in_ptr); vst1q_u8(out_ptr, pixels.val[_lut_index]); }, in, out); } void NEChannelExtractKernel::extract_1C_from_3C_img(const Window &win) { Iterator in(_input, win); Iterator out(_output, win); execute_window_loop(win, [&](const Coordinates &) { const auto in_ptr = static_cast(in.ptr()); const auto out_ptr = static_cast(out.ptr()); const auto pixels = vld3q_u8(in_ptr); vst1q_u8(out_ptr, pixels.val[_lut_index]); }, in, out); } void NEChannelExtractKernel::extract_1C_from_4C_img(const Window &win) { Iterator in(_input, win); Iterator out(_output, win); execute_window_loop(win, [&](const Coordinates &) { const auto in_ptr = static_cast(in.ptr()); const auto out_ptr = static_cast(out.ptr()); const auto pixels = vld4q_u8(in_ptr); vst1q_u8(out_ptr, pixels.val[_lut_index]); }, in, out); } void NEChannelExtractKernel::extract_YUYV_uv(const Window &win) { ARM_COMPUTE_ERROR_ON(win.x().step() % 2); Window win_out(win); win_out.set_dimension_step(Window::DimX, win.x().step() / 2); Iterator in(_input, win); Iterator out(_output, win_out); execute_window_loop(win, [&](const Coordinates &) { const auto in_ptr = static_cast(in.ptr()); const auto out_ptr = static_cast(out.ptr()); const auto pixels = vld4q_u8(in_ptr); vst1q_u8(out_ptr, pixels.val[_lut_index]); }, in, out); } void NEChannelExtractKernel::copy_plane(const Window &win) { Iterator in(_input, win); Iterator out(_output, win); execute_window_loop(win, [&](const Coordinates &) { const auto in_ptr = static_cast(in.ptr()); const auto out_ptr = static_cast(out.ptr()); vst4_u8(out_ptr, vld4_u8(in_ptr)); }, in, out); }