/* * Copyright (c) 2019-2020 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/CL/kernels/CLCropKernel.h" #include "arm_compute/core/CL/CLHelpers.h" #include "arm_compute/core/CL/CLKernelLibrary.h" #include "arm_compute/core/CL/ICLTensor.h" #include "arm_compute/core/CPP/Validate.h" #include "arm_compute/core/IAccessWindow.h" #include "arm_compute/core/TensorInfo.h" #include "arm_compute/core/Window.h" #include "arm_compute/core/Helpers.h" #include "arm_compute/core/Types.h" #include "arm_compute/core/utils/helpers/bit_ops.h" #include "arm_compute/core/utils/helpers/tensor_transform.h" #include "arm_compute/core/utils/misc/ShapeCalculator.h" #include "support/StringSupport.h" #include namespace arm_compute { CLCropKernel::CLCropKernel() : _input(nullptr), _output(nullptr), _start(), _batch_index(0), _extrapolation_value(0) { } void CLCropKernel::configure(const ICLTensor *input, ICLTensor *output, Coordinates2D start, Coordinates2D end, uint32_t batch_index, float extrapolation_value, Window *output_window) { configure(CLKernelLibrary::get().get_compile_context(), input, output, start, end, batch_index, extrapolation_value, output_window); } void CLCropKernel::configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output, Coordinates2D start, Coordinates2D end, uint32_t batch_index, float extrapolation_value, Window *output_window) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); ARM_COMPUTE_ERROR_THROW_ON(validate(input->info(), output->info(), start, end, batch_index, extrapolation_value, output_window)); _input = input; _output = output; _start = start; _batch_index = batch_index; _extrapolation_value = extrapolation_value; const int vec_size_x = 4; // Create and update the window (if needed) Window win = calculate_max_window(*output->info()); if(output_window != nullptr) { ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(win, *output_window); win = *output_window; } const int output_width_x = win.num_iterations(0); const bool multi_access_x = output_width_x >= vec_size_x; const bool remainder_x = output_width_x % vec_size_x > 0; if(multi_access_x) { win.set(Window::DimX, Window::Dimension(win.x().start(), ceil_to_multiple(win.x().end(), vec_size_x), vec_size_x)); } ICLKernel::configure_internal(win); // Create kernel CLBuildOptions build_opts; build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(input->info()->data_type())); build_opts.add_option_if(multi_access_x, "-DVEC_SIZE=" + support::cpp11::to_string(vec_size_x)); build_opts.add_option_if(multi_access_x && remainder_x, "-DLAST_ACCESSED_X=" + support::cpp11::to_string(std::max(output_width_x - vec_size_x, 0))); build_opts.add_option_if(start.x > end.x, "-DWIDTH_FLIPPED="); build_opts.add_option_if(start.y > end.y, "-DHEIGHT_FLIPPED="); _kernel = create_kernel(compile_context, "crop_tensor", build_opts.options()); } Status CLCropKernel::validate(const ITensorInfo *input, const ITensorInfo *output, Coordinates2D start, Coordinates2D end, uint32_t batch_index, float extrapolation_value, Window *output_window) { ARM_COMPUTE_UNUSED(extrapolation_value, output_window); ARM_COMPUTE_RETURN_ERROR_ON_CPU_F16_UNSUPPORTED(input); ARM_COMPUTE_RETURN_ERROR_ON(input->data_type() == DataType::UNKNOWN); ARM_COMPUTE_RETURN_ERROR_ON_DATA_LAYOUT_NOT_IN(input, DataLayout::NHWC); ARM_COMPUTE_RETURN_ERROR_ON(input->tensor_shape().num_dimensions() > 4); ARM_COMPUTE_RETURN_ERROR_ON(start.x < 0 || start.y < 0 || end.x < 0 || end.y < 0); ARM_COMPUTE_RETURN_ERROR_ON(start.x >= static_cast(input->dimension(1)) || start.y >= static_cast(input->dimension(2)) || end.x >= static_cast(input->dimension(1)) || end.y >= static_cast(input->dimension(2))); ARM_COMPUTE_RETURN_ERROR_ON(batch_index >= input->dimension(3)); if(output_window != nullptr) { ARM_COMPUTE_RETURN_ERROR_ON(output_window->x().step() != 1); } if(output->total_size() > 0) { ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_NOT_IN(output, DataType::F32); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_LAYOUT(input, output); ARM_COMPUTE_RETURN_ERROR_ON(output->num_dimensions() > 3); } return Status{}; } void CLCropKernel::run(const Window &window, cl::CommandQueue &queue) { ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window); Window in_slice = Window(); in_slice.use_tensor_dimensions(_input->info()->tensor_shape()); in_slice.set(Window::DimX, Window::Dimension(in_slice.x().start(), ceil_to_multiple(in_slice.x().end(), window.x().step()), window.x().step())); in_slice.set(3, Window::Dimension(_batch_index, _batch_index + 1, 1)); unsigned int idx = 0; add_3D_tensor_argument(idx, _input, in_slice); add_3D_tensor_argument(idx, _output, window); add_argument(idx, _start.x); add_argument(idx, _start.y); enqueue(queue, *this, window, lws_hint()); } } // namespace arm_compute