/* * Copyright (c) 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/core/CL/kernels/CLReverseKernel.h" #include "arm_compute/core/CL/CLHelpers.h" #include "arm_compute/core/CL/CLKernelLibrary.h" #include "arm_compute/core/CL/CLValidate.h" #include "arm_compute/core/CL/ICLTensor.h" #include "arm_compute/core/Error.h" #include "arm_compute/core/Helpers.h" #include "arm_compute/core/TensorInfo.h" #include "arm_compute/core/Window.h" namespace arm_compute { namespace { Status validate_arguments(const ITensorInfo *input, const ITensorInfo *output, const ITensorInfo *axis) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output, axis); ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(input); ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::U8, DataType::S8, DataType::QASYMM8, DataType::U16, DataType::S16, DataType::U32, DataType::S32, DataType::F16, DataType::F32); ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(axis, 1, DataType::U32); ARM_COMPUTE_RETURN_ERROR_ON_MSG(axis->num_dimensions() > 1, "Axis must be a 1D tensor"); ARM_COMPUTE_RETURN_ERROR_ON_MSG(axis->dimension(0) > 4, "Only up to 4 dimensions can be reversed"); // Checks performed when output is configured if(output->total_size() != 0) { ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(input, output); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output); } return Status{}; } } // namespace CLReverseKernel::CLReverseKernel() : _input(nullptr), _output(nullptr), _axis(nullptr) { } void CLReverseKernel::configure(const ICLTensor *input, ICLTensor *output, const ICLTensor *axis) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output, axis); _input = input; _output = output; _axis = axis; // Output tensor auto initialization if not yet initialized auto_init_if_empty(*output->info(), *input->info()->clone()); ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(input->info(), output->info(), axis->info())); // Set kernel build options CLBuildOptions build_opts; build_opts.add_option("-DNUM_REVERSE_DIMS=" + support::cpp11::to_string(axis->info()->dimension(0))); switch(input->info()->element_size()) { case 1: build_opts.add_option("-DDATA_TYPE=uchar"); break; case 2: build_opts.add_option("-DDATA_TYPE=ushort"); break; case 4: build_opts.add_option("-DDATA_TYPE=uint"); break; default: ARM_COMPUTE_ERROR("Data type not supported"); } // Create kernel _kernel = static_cast(CLKernelLibrary::get().create_kernel("reverse", build_opts.options())); // Set static kernel arguments unsigned int idx = 2 * num_arguments_per_4D_tensor() + num_arguments_per_1D_tensor(); add_argument(idx, input->info()->dimension(0)); add_argument(idx, input->info()->dimension(1)); add_argument(idx, input->info()->dimension(2)); add_argument(idx, input->info()->dimension(3)); // Configure kernel window Window win = calculate_max_window(*output->info(), Steps()); ICLKernel::configure_internal(win); // Set config_id for enabling LWS tuning _config_id += "reverse_"; _config_id += lower_string(string_from_data_type(input->info()->data_type())); _config_id += "_"; _config_id += support::cpp11::to_string(input->info()->dimension(0)); _config_id += "_"; _config_id += support::cpp11::to_string(input->info()->dimension(1)); _config_id += "_"; _config_id += support::cpp11::to_string(input->info()->dimension(2)); } Status CLReverseKernel::validate(const ITensorInfo *input, const ITensorInfo *output, const ITensorInfo *axis) { ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(input, output, axis)); return Status{}; } void CLReverseKernel::run(const Window &window, cl::CommandQueue &queue) { ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window); Window collapsed = window.collapse(ICLKernel::window(), Window::DimZ); Window slice = collapsed.first_slice_window_4D(); Window axis_slice = collapsed.first_slice_window_1D(); do { unsigned int idx = 0; add_4D_tensor_argument(idx, _input, slice); add_1D_tensor_argument(idx, _axis, axis_slice); add_4D_tensor_argument(idx, _output, slice); enqueue(queue, *this, slice, lws_hint()); } while(collapsed.slide_window_slice_4D(slice)); } } // namespace arm_compute