Teresa Charlin | 2788609 | 2021-02-25 20:15:01 +0000 | [diff] [blame] | 1 | /* |
Matthew Bentham | 314d3e2 | 2023-06-23 10:53:52 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2021, 2023 Arm Limited. |
Teresa Charlin | 2788609 | 2021-02-25 20:15:01 +0000 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
Georgios Pinitas | 7891a73 | 2021-08-20 21:39:25 +0100 | [diff] [blame] | 24 | #include "src/gpu/cl/kernels/ClTransposeKernel.h" |
Teresa Charlin | 2788609 | 2021-02-25 20:15:01 +0000 | [diff] [blame] | 25 | |
| 26 | #include "arm_compute/core/CL/CLHelpers.h" |
| 27 | #include "arm_compute/core/CL/CLKernelLibrary.h" |
| 28 | #include "arm_compute/core/CL/ICLTensor.h" |
| 29 | #include "arm_compute/core/Helpers.h" |
| 30 | #include "arm_compute/core/TensorInfo.h" |
| 31 | #include "arm_compute/core/Utils.h" |
| 32 | #include "arm_compute/core/Validate.h" |
Matthew Bentham | 314d3e2 | 2023-06-23 10:53:52 +0000 | [diff] [blame] | 33 | #include "arm_compute/core/utils/helpers/AdjustVecSize.h" |
Teresa Charlin | 2788609 | 2021-02-25 20:15:01 +0000 | [diff] [blame] | 34 | #include "arm_compute/core/utils/misc/ShapeCalculator.h" |
| 35 | #include "src/core/CL/CLValidate.h" |
| 36 | #include "src/core/helpers/AutoConfiguration.h" |
| 37 | #include "src/core/helpers/WindowHelpers.h" |
| 38 | #include "support/Cast.h" |
| 39 | #include "support/StringSupport.h" |
| 40 | |
| 41 | namespace arm_compute |
| 42 | { |
| 43 | namespace opencl |
| 44 | { |
| 45 | namespace kernels |
| 46 | { |
Giorgio Arena | 4a95bba | 2021-06-28 11:00:27 +0100 | [diff] [blame] | 47 | ClTransposeKernel::ClTransposeKernel() |
| 48 | { |
| 49 | _type = CLKernelType::ELEMENTWISE; |
| 50 | } |
| 51 | |
Teresa Charlin | 2788609 | 2021-02-25 20:15:01 +0000 | [diff] [blame] | 52 | void ClTransposeKernel::configure(const CLCompileContext &compile_context, const ITensorInfo *src, ITensorInfo *dst) |
| 53 | { |
| 54 | ARM_COMPUTE_ERROR_ON_NULLPTR(src, dst); |
| 55 | |
| 56 | // Output auto initialization if not yet initialized |
| 57 | const TensorShape dst_shape = misc::shape_calculator::compute_transposed_shape(*src); |
| 58 | auto_init_if_empty(*dst, src->clone()->set_tensor_shape(dst_shape)); |
| 59 | |
| 60 | ARM_COMPUTE_ERROR_THROW_ON(ClTransposeKernel::validate(src, dst)); |
| 61 | auto padding_info = get_padding_info({ src, dst }); |
| 62 | |
| 63 | // Create kernel |
| 64 | const unsigned int vec_size_x = adjust_vec_size(max_cl_vector_width / src->element_size(), src->dimension(0)); |
| 65 | const int vec_size_x_leftovers = src->dimension(0) % vec_size_x; |
| 66 | const unsigned int vec_size_y = adjust_vec_size(max_cl_vector_width / src->element_size(), src->dimension(1)); |
| 67 | const int vec_size_y_leftovers = src->dimension(1) % vec_size_y; |
| 68 | |
| 69 | CLBuildOptions build_opts; |
| 70 | build_opts.add_option("-DDATA_TYPE_IN_BYTES=" + support::cpp11::to_string(src->element_size())); |
| 71 | build_opts.add_option("-DVEC_SIZE_X=" + support::cpp11::to_string(vec_size_x)); |
| 72 | build_opts.add_option("-DVEC_SIZE_LEFTOVER_X=" + support::cpp11::to_string(vec_size_x_leftovers)); |
| 73 | build_opts.add_option("-DVEC_SIZE_Y=" + support::cpp11::to_string(vec_size_y)); |
| 74 | build_opts.add_option("-DVEC_SIZE_LEFTOVER_Y=" + support::cpp11::to_string(vec_size_y_leftovers)); |
| 75 | |
| 76 | _kernel = create_kernel(compile_context, "transpose", build_opts.options()); |
| 77 | |
| 78 | // Configure kernel window |
| 79 | Window win = calculate_max_window(*src, Steps(vec_size_x, vec_size_y)); |
| 80 | ICLKernel::configure_internal(win, cl::NDRange(2, 8)); |
| 81 | ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info)); |
| 82 | } |
| 83 | |
| 84 | Status ClTransposeKernel::validate(const ITensorInfo *src, const ITensorInfo *dst) |
| 85 | { |
| 86 | ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, dst); |
| 87 | ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(src); |
| 88 | ARM_COMPUTE_RETURN_ERROR_ON(src->data_type() == DataType::UNKNOWN); |
| 89 | ARM_COMPUTE_RETURN_ERROR_ON_MSG(src->num_dimensions() > 2, "Transpose up to 2-D src tensor is supported"); |
| 90 | |
| 91 | // Validate configured dst |
| 92 | if(dst->total_size() != 0) |
| 93 | { |
| 94 | const TensorInfo dst_info = src->clone()->set_tensor_shape(misc::shape_calculator::compute_transposed_shape(*src)); |
| 95 | ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(dst, &dst_info); |
| 96 | |
| 97 | ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_QUANTIZATION_INFO(src, dst); |
| 98 | ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src, dst); |
| 99 | } |
| 100 | |
| 101 | return Status{}; |
| 102 | } |
| 103 | |
| 104 | void ClTransposeKernel::run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) |
| 105 | { |
| 106 | ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); |
| 107 | ARM_COMPUTE_ERROR_ON_MISMATCHING_WINDOWS(ICLKernel::window(), window); |
| 108 | |
| 109 | const auto src = utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC)); |
| 110 | auto dst = utils::cast::polymorphic_downcast<ICLTensor *>(tensors.get_tensor(TensorType::ACL_DST)); |
| 111 | |
| 112 | Window slice = window.first_slice_window_2D(); |
| 113 | |
| 114 | do |
| 115 | { |
| 116 | unsigned int idx = 0; |
| 117 | add_2D_tensor_argument(idx, src, slice); |
| 118 | add_2D_tensor_argument(idx, dst, slice); |
| 119 | enqueue(queue, *this, slice, lws_hint()); |
| 120 | } |
| 121 | while(window.slide_window_slice_2D(slice)); |
| 122 | } |
| 123 | } // namespace kernels |
| 124 | } // namespace opencl |
| 125 | } // namespace arm_compute |