/* * Copyright (c) 2017-2021 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 "src/core/CL/kernels/CLTransposeKernel.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/CL/OpenCL.h" #include "arm_compute/core/Helpers.h" #include "arm_compute/core/TensorInfo.h" #include "arm_compute/core/Utils.h" #include "src/core/CL/CLValidate.h" #include "src/core/helpers/AutoConfiguration.h" #include "src/core/helpers/WindowHelpers.h" #include "support/StringSupport.h" namespace arm_compute { namespace { TensorShape transposed_tensor_shape(const TensorShape &in) { TensorShape output_shape{ in }; const size_t w_out = in[1]; const size_t h_out = in[0]; output_shape.set(0, w_out); output_shape.set(1, h_out); return output_shape; } Status validate_arguments(const ITensorInfo *input, const ITensorInfo *output) { ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input, output); ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(input); ARM_COMPUTE_RETURN_ERROR_ON(input->data_type() == DataType::UNKNOWN); if(output->total_size() != 0) { const TensorInfo tensor_info = input->clone()->set_tensor_shape(transposed_tensor_shape(input->tensor_shape())); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(output, &tensor_info); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_QUANTIZATION_INFO(input, output); } return Status{}; } } // namespace Status CLTransposeKernel::validate(const ITensorInfo *input, const ITensorInfo *output) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(input, output)); return Status{}; } void CLTransposeKernel::configure(const ICLTensor *input, ICLTensor *output) { configure(CLKernelLibrary::get().get_compile_context(), input, output); } void CLTransposeKernel::configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); // Output tensor auto inizialitation if not yet initialized auto_init_if_empty(*output->info(), input->info()->clone()->set_tensor_shape(transposed_tensor_shape(input->info()->tensor_shape()))); ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(input->info(), output->info())); auto padding_info = get_padding_info({ input, output }); _input = input; _output = output; const unsigned int vec_size_x = adjust_vec_size(max_cl_vector_width / input->info()->element_size(), input->info()->dimension(0)); const int vec_size_x_leftovers = input->info()->dimension(0) % vec_size_x; const unsigned int vec_size_y = adjust_vec_size(max_cl_vector_width / input->info()->element_size(), input->info()->dimension(1)); const int vec_size_y_leftovers = input->info()->dimension(1) % vec_size_y; CLBuildOptions build_opts; build_opts.add_option("-DDATA_TYPE_IN_BYTES=" + support::cpp11::to_string(input->info()->element_size())); build_opts.add_option("-DVEC_SIZE_X=" + support::cpp11::to_string(vec_size_x)); build_opts.add_option("-DVEC_SIZE_LEFTOVER_X=" + support::cpp11::to_string(vec_size_x_leftovers)); build_opts.add_option("-DVEC_SIZE_Y=" + support::cpp11::to_string(vec_size_y)); build_opts.add_option("-DVEC_SIZE_LEFTOVER_Y=" + support::cpp11::to_string(vec_size_y_leftovers)); _kernel = create_kernel(compile_context, "transpose", build_opts.options()); // Configure kernel window Window win = calculate_max_window(*input->info(), Steps(vec_size_x, vec_size_y)); ICLKernel::configure_internal(win, cl::NDRange(2, 8)); ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info)); } } // namespace arm_compute