/* * Copyright (c) 2017-2018 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/runtime/NEON/functions/NEReductionOperation.h" #include "arm_compute/core/Helpers.h" #include "arm_compute/runtime/NEON/NEScheduler.h" using namespace arm_compute; namespace { /** Define dimension to split the window * * @param[in] axis Reduction axis * * @return The dimension to split the window */ size_t reduction_window_split_dimension(unsigned int axis) { switch(axis) { case 0: return Window::DimY; default: ARM_COMPUTE_ERROR("Unsupported reduction axis"); } } BorderMode reduction_operation_border_mode(ReductionOperation op) { switch(op) { case ReductionOperation::SUM_SQUARE: return BorderMode::CONSTANT; default: return BorderMode::CONSTANT; } } } // namespace NEReductionOperation::NEReductionOperation() : _reduction_kernel(), _fill_border_kernel(), _window_split(0) { } Status NEReductionOperation::validate(const ITensorInfo *input, const ITensorInfo *output, unsigned int axis, ReductionOperation op) { ARM_COMPUTE_RETURN_ON_ERROR(NEReductionOperationKernel::validate(input, output, axis, op)); return Status{}; } void NEReductionOperation::configure(ITensor *input, ITensor *output, unsigned int axis, ReductionOperation op) { ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::F32); // Configure reduction kernel _reduction_kernel.configure(input, output, axis, op); _window_split = reduction_window_split_dimension(axis); // Configure fill border kernel BorderSize fill_border_size = (axis == 0) ? _reduction_kernel.border_size() : BorderSize(); BorderMode fill_border_mode = reduction_operation_border_mode(op); _fill_border_kernel.configure(input, fill_border_size, fill_border_mode, PixelValue(static_cast(0.f))); } void NEReductionOperation::run() { NEScheduler::get().schedule(&_fill_border_kernel, Window::DimY); NEScheduler::get().schedule(&_reduction_kernel, _window_split); }