diff options
Diffstat (limited to 'src/gpu/cl/kernels/ClTransposeKernel.cpp')
| -rw-r--r-- | src/gpu/cl/kernels/ClTransposeKernel.cpp | 151 |
1 files changed, 151 insertions, 0 deletions
diff --git a/src/gpu/cl/kernels/ClTransposeKernel.cpp b/src/gpu/cl/kernels/ClTransposeKernel.cpp new file mode 100644 index 0000000000..f95a215107 --- /dev/null +++ b/src/gpu/cl/kernels/ClTransposeKernel.cpp @@ -0,0 +1,151 @@ +/* + * Copyright (c) 2017-2021, 2023 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/gpu/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/Helpers.h" +#include "arm_compute/core/TensorInfo.h" +#include "arm_compute/core/Utils.h" +#include "arm_compute/core/utils/helpers/AdjustVecSize.h" +#include "arm_compute/core/utils/misc/ShapeCalculator.h" +#include "arm_compute/core/Validate.h" + +#include "src/core/CL/CLValidate.h" +#include "src/core/helpers/AutoConfiguration.h" +#include "src/core/helpers/WindowHelpers.h" +#include "support/Cast.h" +#include "support/StringSupport.h" + +namespace arm_compute +{ +namespace opencl +{ +namespace kernels +{ +ClTransposeKernel::ClTransposeKernel() +{ + _type = CLKernelType::ELEMENTWISE; +} + +void ClTransposeKernel::configure(const CLCompileContext &compile_context, const ITensorInfo *src, ITensorInfo *dst) +{ + ARM_COMPUTE_ERROR_ON_NULLPTR(src, dst); + + // Output auto initialization if not yet initialized + const TensorShape dst_shape = misc::shape_calculator::compute_transposed_shape(*src); + auto_init_if_empty(*dst, src->clone()->set_tensor_shape(dst_shape)); + + // Explicitly set the tensor shape to preserve dimensions + dst->set_tensor_shape(dst_shape); + + ARM_COMPUTE_ERROR_THROW_ON(ClTransposeKernel::validate(src, dst)); + auto padding_info = get_padding_info({src, dst}); + + unsigned int vec_size_x; + unsigned int vec_size_y; + + // Set the optimal tile size for each data type without register spilling + switch (src->element_size()) + { + case 1: + vec_size_x = adjust_vec_size(8, src->dimension(0)); + vec_size_y = adjust_vec_size(16, src->dimension(1)); + break; + case 2: + vec_size_x = adjust_vec_size(8, src->dimension(0)); + vec_size_y = adjust_vec_size(8, src->dimension(1)); + break; + case 4: + vec_size_x = adjust_vec_size(4, src->dimension(0)); + vec_size_y = adjust_vec_size(8, src->dimension(1)); + break; + default: + ARM_COMPUTE_ERROR("Unsupported data type"); + break; + } + + const int vec_size_x_leftovers = src->dimension(0) % vec_size_x; + const int vec_size_y_leftovers = src->dimension(1) % vec_size_y; + + CLBuildOptions build_opts; + build_opts.add_option("-DDATA_TYPE_IN_BYTES=" + support::cpp11::to_string(src->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(*src, Steps(vec_size_x, vec_size_y)); + ICLKernel::configure_internal(win); + ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info)); +} + +Status ClTransposeKernel::validate(const ITensorInfo *src, const ITensorInfo *dst) +{ + ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, dst); + ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(src); + ARM_COMPUTE_RETURN_ERROR_ON(src->data_type() == DataType::UNKNOWN); + + // Validate configured dst + if (dst->total_size() != 0) + { + const TensorInfo dst_info = + src->clone()->set_tensor_shape(misc::shape_calculator::compute_transposed_shape(*src)); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(dst, &dst_info); + + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_QUANTIZATION_INFO(src, dst); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src, dst); + } + + return Status{}; +} + +void ClTransposeKernel::run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) +{ + ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); + ARM_COMPUTE_ERROR_ON_MISMATCHING_WINDOWS(ICLKernel::window(), window); + + const auto src = + utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC)); + auto dst = utils::cast::polymorphic_downcast<ICLTensor *>(tensors.get_tensor(TensorType::ACL_DST)); + + // Collapse dimensions higher than width and height into the batch dimension + Window collapsed = window.collapse_if_possible(ICLKernel::window(), Window::DimZ); + Window slice = collapsed.first_slice_window_3D(); + + do + { + unsigned int idx = 0; + add_3D_tensor_argument(idx, src, slice); + add_3D_tensor_argument(idx, dst, slice); + enqueue(queue, *this, slice, lws_hint()); + } while (collapsed.slide_window_slice_3D(slice)); +} +} // namespace kernels +} // namespace opencl +} // namespace arm_compute |