/* * Copyright (c) 2017-2020 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/CPP/kernels/CPPUpsampleKernel.h" #include "arm_compute/core/Error.h" #include "arm_compute/core/Helpers.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 "arm_compute/core/utils/misc/ShapeCalculator.h" #include #include namespace arm_compute { CPPUpsampleKernel::CPPUpsampleKernel() : _input(nullptr), _output(nullptr), _info() { } bool CPPUpsampleKernel::is_parallelisable() const { return false; } void CPPUpsampleKernel::configure(const ITensor *input, ITensor *output, const PadStrideInfo &info) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); _input = input; _output = output; _info = info; // Configure kernel window Window win = calculate_max_window(*input->info(), Steps()); // The CPPUpsampleKernel doesn't need padding so update_window_and_padding() can be skipped Coordinates coord; coord.set_num_dimensions(output->info()->num_dimensions()); output->info()->set_valid_region(ValidRegion(coord, output->info()->tensor_shape())); ICPPKernel::configure(win); } void CPPUpsampleKernel::run(const Window &window, const ThreadInfo &info) { ARM_COMPUTE_UNUSED(info); ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICPPKernel::window(), window); const DataLayout data_layout = _input->info()->data_layout(); const size_t idx_w = get_data_layout_dimension_index(data_layout, DataLayoutDimension::WIDTH); const size_t idx_h = get_data_layout_dimension_index(data_layout, DataLayoutDimension::HEIGHT); // Initialize _scaled_output buffer const int width_scaled = _output->info()->dimension(idx_w); const int height_scaled = _output->info()->dimension(idx_h); const int stride_width = _info.stride().first; const int stride_height = _info.stride().second; const int start_width = _info.pad_left(); const int start_height = _info.pad_top(); const int end_width = width_scaled - _info.pad_right(); const int end_height = height_scaled - _info.pad_bottom(); const size_t element_size = _input->info()->element_size(); // The fill value is normally 0, but for quantized types '0' corresponds to the offset switch(_output->info()->data_type()) { case DataType::QASYMM8: { const uint8_t fill_value = _output->info()->quantization_info().uniform().offset; std::fill_n(_output->buffer(), _output->info()->total_size(), fill_value); } break; case DataType::QASYMM8_SIGNED: { const int8_t fill_value = _output->info()->quantization_info().uniform().offset; std::fill_n(_output->buffer(), _output->info()->total_size(), fill_value); } break; default: std::fill_n(_output->buffer(), _output->info()->total_size(), 0); } // Create window Window window_out(window); if(data_layout == DataLayout::NCHW) { window_out.set(Window::DimX, Window::Dimension(start_width, end_width, stride_width)); window_out.set(Window::DimY, Window::Dimension(start_height, end_height, stride_height)); } else { window_out.set(Window::DimY, Window::Dimension(start_width, end_width, stride_width)); window_out.set(Window::DimZ, Window::Dimension(start_height, end_height, stride_height)); } // Create iterators Iterator in(_input, window); Iterator out(_output, window_out); execute_window_loop(window, [&](const Coordinates &) { memcpy(out.ptr(), in.ptr(), element_size); }, in, out); } } // namespace arm_compute