/* * 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/NEAbsoluteDifferenceKernel.h" #include "arm_compute/core/Error.h" #include "arm_compute/core/Helpers.h" #include "arm_compute/core/IAccessWindow.h" #include "arm_compute/core/ITensor.h" #include "arm_compute/core/TensorInfo.h" #include "arm_compute/core/Types.h" #include "arm_compute/core/Validate.h" #include #include using namespace arm_compute; namespace arm_compute { class Coordinates; } // namespace arm_compute namespace { void abs_diff_U8_U8_U8(const ITensor *in1, const ITensor *in2, ITensor *out, const Window &window) { Iterator input1(in1, window); Iterator input2(in2, window); Iterator output(out, window); execute_window_loop(window, [&](const Coordinates &) { const uint8x16_t input1_val = vld1q_u8(input1.ptr()); const uint8x16_t input2_val = vld1q_u8(input2.ptr()); vst1q_u8(output.ptr(), vabdq_u8(input1_val, input2_val)); }, input1, input2, output); } inline int16x8x2_t vqabd2q_s16(const int16x8x2_t &v1, const int16x8x2_t &v2) { const int16x8x2_t res = { { vqabsq_s16(vqsubq_s16(v1.val[0], v2.val[0])), vqabsq_s16(vqsubq_s16(v1.val[1], v2.val[1])) } }; return res; } void abs_diff_S16_S16_S16(const ITensor *in1, const ITensor *in2, ITensor *out, const Window &window) { Iterator input1(in1, window); Iterator input2(in2, window); Iterator output(out, window); execute_window_loop(window, [&](const Coordinates &) { int16x8x2_t input1_val = vld2q_s16(reinterpret_cast(input1.ptr())); int16x8x2_t input2_val = vld2q_s16(reinterpret_cast(input2.ptr())); vst2q_s16(reinterpret_cast(output.ptr()), vqabd2q_s16(input1_val, input2_val)); }, input1, input2, output); } void abs_diff_U8_S16_S16(const ITensor *in1, const ITensor *in2, ITensor *out, const Window &window) { Iterator input1(in1, window); Iterator input2(in2, window); Iterator output(out, window); execute_window_loop(window, [&](const Coordinates &) { const uint8x16_t input1_val = vld1q_u8(input1.ptr()); const int16x8x2_t input2_val = { { vld1q_s16(reinterpret_cast(input2.ptr())), vld1q_s16(reinterpret_cast(input2.ptr()) + 8) } }; const int16x8x2_t out_val = { { vqabsq_s16(vqsubq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_low_u8(input1_val))), input2_val.val[0])), vqabsq_s16(vqsubq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_high_u8(input1_val))), input2_val.val[1])) } }; vst1q_s16(reinterpret_cast(output.ptr()), out_val.val[0]); vst1q_s16(reinterpret_cast(output.ptr()) + 8, out_val.val[1]); }, input1, input2, output); } void abs_diff_S16_U8_S16(const ITensor *in1, const ITensor *in2, ITensor *out, const Window &window) { abs_diff_U8_S16_S16(in2, in1, out, window); } } // namespace NEAbsoluteDifferenceKernel::NEAbsoluteDifferenceKernel() : _func(nullptr), _input1(nullptr), _input2(nullptr), _output(nullptr) { } void NEAbsoluteDifferenceKernel::configure(const ITensor *input1, const ITensor *input2, ITensor *output) { ARM_COMPUTE_ERROR_ON_NULLPTR(input1, input2, output); set_shape_if_empty(*output->info(), input1->info()->tensor_shape()); if(input1->info()->data_type() == DataType::S16 || input2->info()->data_type() == DataType::S16) { set_format_if_unknown(*output->info(), Format::S16); } else if(input1->info()->data_type() == DataType::F32 || input2->info()->data_type() == DataType::F32) { set_format_if_unknown(*output->info(), Format::U8); } ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(input1, input2, output); ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input1, 1, DataType::U8, DataType::S16); ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input2, 1, DataType::U8, DataType::S16); ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, 1, DataType::U8, DataType::S16); ARM_COMPUTE_ERROR_ON_MSG(output->info()->data_type() == DataType::U8 && (input1->info()->data_type() != DataType::U8 || input2->info()->data_type() != DataType::U8), "The output image can only be U8 if both input images are U8"); _input1 = input1; _input2 = input2; _output = output; const DataType input1_data_type = input1->info()->data_type(); const DataType input2_data_type = input2->info()->data_type(); if(input1_data_type == input2_data_type) { if(input1_data_type == DataType::U8) { _func = &abs_diff_U8_U8_U8; } else { _func = &abs_diff_S16_S16_S16; } } else { if(input1_data_type == DataType::U8) { _func = &abs_diff_U8_S16_S16; } else { _func = &abs_diff_S16_U8_S16; } } constexpr unsigned int num_elems_processed_per_iteration = 16; // Configure kernel window Window win = calculate_max_window(*input1->info(), Steps(num_elems_processed_per_iteration)); AccessWindowHorizontal output_access(output->info(), 0, num_elems_processed_per_iteration); update_window_and_padding(win, AccessWindowHorizontal(input1->info(), 0, num_elems_processed_per_iteration), AccessWindowHorizontal(input2->info(), 0, num_elems_processed_per_iteration), output_access); ValidRegion valid_region = intersect_valid_regions(input1->info()->valid_region(), input2->info()->valid_region()); output_access.set_valid_region(win, valid_region); INEKernel::configure(win); } void NEAbsoluteDifferenceKernel::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(_input1, _input2, _output, window); }