Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 1 | /* |
Matthew Bentham | 314d3e2 | 2023-06-23 10:53:52 +0000 | [diff] [blame] | 2 | * Copyright (c) 2018-2023 Arm Limited. |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +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/ClWidthConcatenate2TensorsKernel.h" |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 25 | |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 26 | #include "arm_compute/core/CL/CLHelpers.h" |
| 27 | #include "arm_compute/core/CL/CLKernelLibrary.h" |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 28 | #include "arm_compute/core/CL/ICLTensor.h" |
Matthew Bentham | 314d3e2 | 2023-06-23 10:53:52 +0000 | [diff] [blame] | 29 | #include "arm_compute/core/utils/helpers/AdjustVecSize.h" |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 30 | #include "arm_compute/core/utils/misc/ShapeCalculator.h" |
Matthew Bentham | 314d3e2 | 2023-06-23 10:53:52 +0000 | [diff] [blame] | 31 | #include "arm_compute/core/utils/StringUtils.h" |
Sang-Hoon Park | 68dd25f | 2020-10-19 16:00:11 +0100 | [diff] [blame] | 32 | #include "src/core/CL/CLValidate.h" |
| 33 | #include "src/core/helpers/WindowHelpers.h" |
| 34 | #include "src/core/utils/helpers/tensor_info.h" |
| 35 | #include "support/Cast.h" |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 36 | |
Matthew Bentham | 758b5ba | 2020-03-05 23:37:48 +0000 | [diff] [blame] | 37 | #include "support/StringSupport.h" |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 38 | |
| 39 | namespace arm_compute |
| 40 | { |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 41 | namespace opencl |
| 42 | { |
| 43 | namespace kernels |
| 44 | { |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 45 | namespace |
| 46 | { |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 47 | Status validate_arguments(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst) |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 48 | { |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 49 | ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src1, src2, dst); |
| 50 | ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(src1); |
| 51 | ARM_COMPUTE_RETURN_ERROR_ON(src1->data_type() == DataType::UNKNOWN); |
| 52 | ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src1, src2, dst); |
| 53 | ARM_COMPUTE_RETURN_ERROR_ON(src1->dimension(0) + src2->dimension(0) > dst->dimension(0)); |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 54 | |
| 55 | for(size_t i = 1; i < Coordinates::num_max_dimensions; ++i) |
| 56 | { |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 57 | ARM_COMPUTE_RETURN_ERROR_ON(src1->dimension(i) != dst->dimension(i)); |
| 58 | ARM_COMPUTE_RETURN_ERROR_ON(src2->dimension(i) != dst->dimension(i)); |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 59 | } |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 60 | ARM_COMPUTE_RETURN_ERROR_ON(src1->num_dimensions() > 4); |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 61 | |
| 62 | return Status{}; |
| 63 | } |
| 64 | } // namespace |
| 65 | |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 66 | Status ClWidthConcatenate2TensorsKernel::validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst) |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 67 | { |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 68 | ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(src1, src2, dst)); |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 69 | return Status{}; |
| 70 | } |
| 71 | |
Giorgio Arena | 4a95bba | 2021-06-28 11:00:27 +0100 | [diff] [blame] | 72 | ClWidthConcatenate2TensorsKernel::ClWidthConcatenate2TensorsKernel() |
| 73 | { |
| 74 | _type = CLKernelType::ELEMENTWISE; |
| 75 | } |
| 76 | |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 77 | void ClWidthConcatenate2TensorsKernel::configure(const CLCompileContext &compile_context, ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst) |
Manuel Bottini | 4c6bd51 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 78 | { |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 79 | ARM_COMPUTE_ERROR_ON_NULLPTR(src1, src2, dst); |
| 80 | ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(src1, src2, dst)); |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 81 | |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 82 | auto padding_info = get_padding_info({ src1, src2, dst }); |
Sheri Zhang | 7292362 | 2020-10-27 10:19:41 +0000 | [diff] [blame] | 83 | |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 84 | const unsigned int min_dimension = std::min(src1->dimension(0), src2->dimension(0)); |
Sheri Zhang | 7292362 | 2020-10-27 10:19:41 +0000 | [diff] [blame] | 85 | const unsigned int num_elems_processed_per_iteration = adjust_vec_size(8, min_dimension); |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 86 | const unsigned int vec_size_leftover = dst->dimension(0) % num_elems_processed_per_iteration; |
Sheri Zhang | 7292362 | 2020-10-27 10:19:41 +0000 | [diff] [blame] | 87 | |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 88 | // Add build options |
| 89 | CLBuildOptions build_opts; |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 90 | build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(src1->data_type())); |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 91 | build_opts.add_option("-DVEC_SIZE=" + support::cpp11::to_string(num_elems_processed_per_iteration)); |
Sheri Zhang | 7292362 | 2020-10-27 10:19:41 +0000 | [diff] [blame] | 92 | build_opts.add_option("-DVEC_SIZE_LEFTOVER=" + support::cpp11::to_string(vec_size_leftover)); |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 93 | build_opts.add_option("-DELEMENT_SIZE=" + support::cpp11::to_string(src1->element_size())); |
| 94 | build_opts.add_option("-DINPUT1_ROTATE_N=" + support::cpp11::to_string((src1->dimension(0) - vec_size_leftover) % num_elems_processed_per_iteration)); |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 95 | |
Georgios Pinitas | 6631ac2 | 2019-04-17 12:12:56 +0100 | [diff] [blame] | 96 | // If input have different quantization info set quantization parameters needed for the re-quantization process |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 97 | const bool have_different_qinfo = helpers::tensor_info::tensors_have_different_quantization_info(dst, src1, src2); |
| 98 | if(is_data_type_quantized_asymmetric(src1->data_type()) && have_different_qinfo) |
Pablo Tello | eb6c88a | 2019-02-07 15:53:19 +0000 | [diff] [blame] | 99 | { |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 100 | const UniformQuantizationInfo iq1_info = src1->quantization_info().uniform(); |
| 101 | const UniformQuantizationInfo iq2_info = src2->quantization_info().uniform(); |
| 102 | const UniformQuantizationInfo oq_info = dst->quantization_info().uniform(); |
Georgios Pinitas | 4c5469b | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 103 | |
| 104 | build_opts.add_option("-DOFFSET_IN1=" + float_to_string_with_full_precision(iq1_info.offset)); |
| 105 | build_opts.add_option("-DSCALE_IN1=" + float_to_string_with_full_precision(iq1_info.scale)); |
| 106 | build_opts.add_option("-DOFFSET_IN2=" + float_to_string_with_full_precision(iq2_info.offset)); |
| 107 | build_opts.add_option("-DSCALE_IN2=" + float_to_string_with_full_precision(iq2_info.scale)); |
| 108 | build_opts.add_option("-DOFFSET_OUT=" + float_to_string_with_full_precision(oq_info.offset)); |
| 109 | build_opts.add_option("-DSCALE_OUT=" + float_to_string_with_full_precision(oq_info.scale)); |
Pablo Tello | eb6c88a | 2019-02-07 15:53:19 +0000 | [diff] [blame] | 110 | } |
| 111 | |
ramelg01 | 89aa4eb | 2022-02-08 23:01:31 +0000 | [diff] [blame] | 112 | _depth = src1->dimension(2); |
| 113 | _input1_width = src1->dimension(0); |
| 114 | |
| 115 | std::string kernel_name = "concatenate_width_x2"; |
| 116 | |
| 117 | // A macro guard to compile ONLY the kernel of interest |
| 118 | build_opts.add_option("-D" + upper_string(kernel_name)); |
| 119 | |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 120 | // Create kernel |
ramelg01 | 89aa4eb | 2022-02-08 23:01:31 +0000 | [diff] [blame] | 121 | _kernel = create_kernel(compile_context, kernel_name, build_opts.options()); |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 122 | |
| 123 | // Configure kernel window |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 124 | Window win = calculate_max_window(*dst, Steps(num_elems_processed_per_iteration)); |
Sheri Zhang | 7292362 | 2020-10-27 10:19:41 +0000 | [diff] [blame] | 125 | ICLKernel::configure_internal(win.collapse(win, Window::DimZ)); |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 126 | |
Sheri Zhang | 7292362 | 2020-10-27 10:19:41 +0000 | [diff] [blame] | 127 | ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info)); |
Michele Di Giorgio | 8e150a1 | 2018-12-21 15:20:56 +0000 | [diff] [blame] | 128 | |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 129 | // Set config_id for enabling LWS tuning |
| 130 | _config_id = "concatenate_width_x2_"; |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 131 | _config_id += lower_string(string_from_data_type(src1->data_type())); |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 132 | _config_id += "_"; |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 133 | _config_id += support::cpp11::to_string(src1->dimension(0)); |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 134 | _config_id += "_"; |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 135 | _config_id += support::cpp11::to_string(src1->dimension(1)); |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 136 | _config_id += "_"; |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 137 | _config_id += support::cpp11::to_string(src2->dimension(0)); |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 138 | _config_id += "_"; |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 139 | _config_id += support::cpp11::to_string(src2->dimension(1)); |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 140 | } |
| 141 | |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 142 | void ClWidthConcatenate2TensorsKernel::run_op(ITensorPack &tensors, const Window &window, ::cl::CommandQueue &queue) |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 143 | { |
| 144 | ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); |
| 145 | ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window); |
| 146 | |
| 147 | Window slice = window.first_slice_window_4D(); |
| 148 | |
Georgios Pinitas | 0499dff | 2020-07-31 22:21:38 +0100 | [diff] [blame] | 149 | const auto src0 = utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC_VEC)); |
| 150 | const auto src1 = utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC_VEC + 1)); |
| 151 | auto dst = utils::cast::polymorphic_downcast<ICLTensor *>(tensors.get_tensor(TensorType::ACL_DST)); |
Michele Di Giorgio | f932d2c | 2020-07-06 11:27:21 +0100 | [diff] [blame] | 152 | |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 153 | do |
| 154 | { |
| 155 | unsigned int idx = 0; |
Michele Di Giorgio | f932d2c | 2020-07-06 11:27:21 +0100 | [diff] [blame] | 156 | add_4D_tensor_argument(idx, src0, slice); |
| 157 | add_4D_tensor_argument(idx, src1, slice); |
| 158 | add_4D_tensor_argument(idx, dst, slice); |
ramelg01 | 89aa4eb | 2022-02-08 23:01:31 +0000 | [diff] [blame] | 159 | _kernel.setArg<cl_int>(idx++, _depth); |
| 160 | _kernel.setArg<cl_int>(idx++, _input1_width); |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 161 | enqueue(queue, *this, window, lws_hint()); |
| 162 | } |
| 163 | while(window.slide_window_slice_4D(slice)); |
| 164 | } |
Michele Di Giorgio | 7d61ff0 | 2021-01-18 21:15:59 +0000 | [diff] [blame] | 165 | } // namespace kernels |
| 166 | } // namespace opencl |
Michele Di Giorgio | 27400b9 | 2018-11-01 13:44:05 +0000 | [diff] [blame] | 167 | } // namespace arm_compute |