/* * Copyright (c) 2017 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/NECol2ImKernel.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 #include #include using namespace arm_compute; template void NECol2ImKernel::run_col2im(const Window &window) { const int output_stride_x = _output->info()->strides_in_bytes().x(); const int output_stride_y = _output->info()->strides_in_bytes().y(); const int output_stride_z = _output->info()->strides_in_bytes().z(); Window window_out(window); window_out.set(Window::DimX, Window::Dimension(0, 0, 0)); window_out.set(Window::DimY, Window::Dimension(0, 0, 0)); window_out.set(Window::DimZ, Window::Dimension(0, 0, 0)); // Create iterators Iterator in(_input, window); Iterator out(_output, window_out); execute_window_loop(window, [&](const Coordinates & id) { const int hidx = id.y(); const int idx = id.x() * output_stride_z + (hidx / _convolved_dims.first) * output_stride_y + (hidx % _convolved_dims.first) * output_stride_x; *(reinterpret_cast(out.ptr() + idx)) = *(reinterpret_cast(in.ptr())); }, in, out); } NECol2ImKernel::NECol2ImKernel() : _func(), _input(nullptr), _output(nullptr), _convolved_dims() { } void NECol2ImKernel::configure(const ITensor *input, ITensor *output, std::pair convolved_dims) { ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::U8, DataType::S8, DataType::QS8, DataType::U16, DataType::S16, DataType::QS16, DataType::U32, DataType::S32, DataType::F16, DataType::F32); ARM_COMPUTE_ERROR_ON_NULLPTR(output); TensorShape output_shape = input->info()->tensor_shape(); output_shape.set(0, convolved_dims.first); output_shape.set(1, convolved_dims.second); output_shape.set(2, input->info()->tensor_shape()[0]); // Output auto inizialitation if not yet initialized auto_init_if_empty(*output->info(), output_shape, 1, input->info()->data_type(), input->info()->fixed_point_position()); ARM_COMPUTE_ERROR_ON_MISMATCHING_DIMENSIONS(output->info()->tensor_shape(), output_shape); ARM_COMPUTE_ERROR_ON_MISMATCHING_DATA_TYPES(input, output); ARM_COMPUTE_ERROR_ON_MISMATCHING_FIXED_POINT(input, output); _input = input; _output = output; _convolved_dims = convolved_dims; switch(input->info()->element_size()) { case 1: _func = &NECol2ImKernel::run_col2im; break; case 2: _func = &NECol2ImKernel::run_col2im; break; case 4: _func = &NECol2ImKernel::run_col2im; break; default: ARM_COMPUTE_ERROR("Element size not supported"); break; } // Configure kernel window Window win = calculate_max_window(*input->info(), Steps()); // The NECol2ImKernel 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())); INEKernel::configure(win); } void NECol2ImKernel::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); (this->*_func)(window); }