/* * Copyright (c) 2019-2021 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/gpu/cl/kernels/ClHeightConcatenateKernel.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/Helpers.h" #include "arm_compute/core/Utils.h" #include "arm_compute/core/utils/misc/ShapeCalculator.h" #include "src/core/CL/CLValidate.h" #include "src/core/helpers/WindowHelpers.h" #include "support/Cast.h" #include "support/StringSupport.h" namespace arm_compute { namespace opencl { namespace kernels { namespace { Status validate_arguments(const ITensorInfo *src, unsigned int height_offset, const ITensorInfo *dst) { ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, dst); ARM_COMPUTE_RETURN_ERROR_ON(src->data_type() == DataType::UNKNOWN); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src, dst); ARM_COMPUTE_RETURN_ERROR_ON(src->dimension(Window::DimY) + height_offset > dst->dimension(Window::DimY)); ARM_COMPUTE_RETURN_ERROR_ON(src->dimension(0) != dst->dimension(0)); for(size_t i = 2; i < Coordinates::num_max_dimensions; ++i) { ARM_COMPUTE_RETURN_ERROR_ON(src->dimension(i) != dst->dimension(i)); } ARM_COMPUTE_RETURN_ERROR_ON(src->num_dimensions() > 4); return Status{}; } } // namespace ClHeightConcatenateKernel::ClHeightConcatenateKernel() : _height_offset(0) { } Status ClHeightConcatenateKernel::validate(const ITensorInfo *src, unsigned int height_offset, const ITensorInfo *dst) { ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(src, height_offset, dst)); return Status{}; } void ClHeightConcatenateKernel::configure(const CLCompileContext &compile_context, ITensorInfo *src, unsigned int height_offset, ITensorInfo *dst) { ARM_COMPUTE_ERROR_ON_NULLPTR(src, dst); ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(src, height_offset, dst)); auto padding_info = get_padding_info({ src, dst }); _height_offset = height_offset; // Add build options const unsigned int num_elems_processed_per_iteration = adjust_vec_size(4, src->dimension(0)); CLBuildOptions build_opts; build_opts.add_option("-DDATA_TYPE=" + get_cl_unsigned_type_from_element_size(src->element_size())); build_opts.add_option("-DVEC_SIZE=" + support::cpp11::to_string(num_elems_processed_per_iteration)); build_opts.add_option("-DHEIGHT_OFFSET=" + support::cpp11::to_string(_height_offset)); build_opts.add_option("-DDEPTH=" + support::cpp11::to_string(src->dimension(2))); build_opts.add_option("-DVEC_SIZE_LEFTOVER=" + support::cpp11::to_string(src->dimension(0) % num_elems_processed_per_iteration)); if(is_data_type_quantized_asymmetric(src->data_type()) && src->quantization_info() != dst->quantization_info()) { const UniformQuantizationInfo iq_info = src->quantization_info().uniform(); const UniformQuantizationInfo oq_info = dst->quantization_info().uniform(); build_opts.add_option("-DOFFSET_IN1=" + float_to_string_with_full_precision(iq_info.offset)); build_opts.add_option("-DOFFSET_OUT=" + float_to_string_with_full_precision(oq_info.offset)); build_opts.add_option("-DSCALE_IN1=" + float_to_string_with_full_precision(iq_info.scale)); build_opts.add_option("-DSCALE_OUT=" + float_to_string_with_full_precision(oq_info.scale)); } // Create kernel _kernel = create_kernel(compile_context, "concatenate_height", build_opts.options()); // Configure kernel window // The window needs to be based on src as we copy all the heights of src Window win = calculate_max_window(*src, Steps(num_elems_processed_per_iteration)); ICLKernel::configure_internal(win.collapse(win, Window::DimZ)); ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info)); } void ClHeightConcatenateKernel::run_op(ITensorPack &tensors, const Window &window, ::cl::CommandQueue &queue) { ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window); const auto src = utils::cast::polymorphic_downcast(tensors.get_const_tensor(TensorType::ACL_SRC)); auto dst = utils::cast::polymorphic_downcast(tensors.get_tensor(TensorType::ACL_DST)); unsigned int idx = 0; add_4D_tensor_argument(idx, src, window); add_4D_tensor_argument(idx, dst, window); enqueue(queue, *this, window, lws_hint()); } } // namespace kernels } // namespace opencl } // namespace arm_compute