/* * 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/NEThresholdKernel.h" #include "arm_compute/core/Error.h" #include "arm_compute/core/Helpers.h" #include "arm_compute/core/ITensor.h" #include "arm_compute/core/Validate.h" #include namespace arm_compute { class Coordinates; NEThresholdKernel::NEThresholdKernel() : _func(nullptr), _input(nullptr), _output(nullptr), _threshold(0), _false_value(0), _true_value(0), _upper(0) { } void NEThresholdKernel::configure(const ITensor *input, ITensor *output, uint8_t threshold, uint8_t false_value, uint8_t true_value, ThresholdType type, uint8_t upper) { ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::U8); ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, 1, DataType::U8); _input = input; _output = output; _threshold = threshold; _false_value = false_value; _true_value = true_value; _upper = upper; switch(type) { case ThresholdType::BINARY: _func = &NEThresholdKernel::run_binary; break; case ThresholdType::RANGE: _func = &NEThresholdKernel::run_range; break; default: ARM_COMPUTE_ERROR("Thresholding type not recognized"); break; } constexpr unsigned int num_elems_processed_per_iteration = 16; Window win = calculate_max_window(*input->info(), Steps(num_elems_processed_per_iteration)); AccessWindowHorizontal output_access(output->info(), 0, num_elems_processed_per_iteration); update_window_and_padding(win, AccessWindowHorizontal(input->info(), 0, num_elems_processed_per_iteration), output_access); output_access.set_valid_region(win, input->info()->valid_region()); INEKernel::configure(win); } inline void NEThresholdKernel::run_binary(const Window &window) { const uint8x16_t threshold = vdupq_n_u8(_threshold); const uint8x16_t true_value = vdupq_n_u8(_true_value); const uint8x16_t false_value = vdupq_n_u8(_false_value); Iterator input(_input, window); Iterator output(_output, window); execute_window_loop(window, [&](const Coordinates &) { const uint8x16_t data = vld1q_u8(input.ptr()); const uint8x16_t mask = vcgtq_u8(data, threshold); vst1q_u8(output.ptr(), vbslq_u8(mask, true_value, false_value)); }, input, output); } inline void NEThresholdKernel::run_range(const Window &window) { const uint8x16_t lower_threshold = vdupq_n_u8(_threshold); const uint8x16_t upper_threshold = vdupq_n_u8(_upper); const uint8x16_t true_value = vdupq_n_u8(_true_value); const uint8x16_t false_value = vdupq_n_u8(_false_value); Iterator input(_input, window); Iterator output(_output, window); execute_window_loop(window, [&](const Coordinates &) { const uint8x16_t data = vld1q_u8(input.ptr()); uint8x16_t mask = vcleq_u8(data, upper_threshold); mask = vandq_u8(vcgeq_u8(data, lower_threshold), mask); vst1q_u8(output.ptr(), vbslq_u8(mask, true_value, false_value)); }, input, output); } void NEThresholdKernel::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); (this->*_func)(window); } } // namespace arm_compute