Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 1 | /* |
Matthew Bentham | 314d3e2 | 2023-06-23 10:53:52 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2023 Arm Limited. |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +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/ClGemmLowpReductionKernel.h" |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 25 | |
Gian Marco Iodice | 4b90865 | 2018-10-18 10:21:02 +0100 | [diff] [blame] | 26 | #include "arm_compute/core/CL/CLHelpers.h" |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 27 | #include "arm_compute/core/CL/ICLTensor.h" |
Michele Di Giorgio | f64d336 | 2020-04-03 12:40:10 +0100 | [diff] [blame] | 28 | #include "arm_compute/core/KernelDescriptors.h" |
Matthew Bentham | 314d3e2 | 2023-06-23 10:53:52 +0000 | [diff] [blame] | 29 | #include "arm_compute/core/Utils.h" |
| 30 | #include "arm_compute/core/utils/helpers/AdjustVecSize.h" |
| 31 | #include "arm_compute/core/utils/StringUtils.h" |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 32 | |
Sang-Hoon Park | 68dd25f | 2020-10-19 16:00:11 +0100 | [diff] [blame] | 33 | #include "src/core/helpers/AutoConfiguration.h" |
| 34 | #include "src/core/helpers/WindowHelpers.h" |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 35 | #include "support/Cast.h" |
Matthew Bentham | 758b5ba | 2020-03-05 23:37:48 +0000 | [diff] [blame] | 36 | #include "support/StringSupport.h" |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 37 | |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 38 | namespace arm_compute |
| 39 | { |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 40 | namespace opencl |
| 41 | { |
| 42 | namespace kernels |
| 43 | { |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 44 | namespace |
| 45 | { |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 46 | Status validate_arguments_matrix_a_reduction(const ITensorInfo *src, const ITensorInfo *dst) |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 47 | { |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 48 | ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, dst); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 49 | ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(src, 1, DataType::QASYMM8, DataType::QASYMM8_SIGNED, |
| 50 | DataType::QSYMM8); |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 51 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 52 | if (dst->total_size() > 0) |
Michele Di Giorgio | f64d336 | 2020-04-03 12:40:10 +0100 | [diff] [blame] | 53 | { |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 54 | ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(dst, 1, DataType::S32); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 55 | ARM_COMPUTE_RETURN_ERROR_ON_MSG( |
| 56 | dst->dimension(0) != src->dimension(1), |
| 57 | "Output vector must have length equal to the number of rows of the input matrix"); |
Michele Di Giorgio | f64d336 | 2020-04-03 12:40:10 +0100 | [diff] [blame] | 58 | } |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 59 | return Status{}; |
| 60 | } |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 61 | |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 62 | Status validate_arguments_matrix_b_reduction(const ITensorInfo *src, const ITensorInfo *dst) |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 63 | { |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 64 | ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, dst); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 65 | ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(src, 1, DataType::QASYMM8, DataType::QASYMM8_SIGNED, |
| 66 | DataType::QSYMM8, DataType::QSYMM8_PER_CHANNEL); |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 67 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 68 | if (dst->total_size() > 0) |
Michele Di Giorgio | f64d336 | 2020-04-03 12:40:10 +0100 | [diff] [blame] | 69 | { |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 70 | ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(dst, 1, DataType::S32); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 71 | ARM_COMPUTE_RETURN_ERROR_ON_MSG( |
| 72 | dst->dimension(0) != src->dimension(0), |
| 73 | "Output vector must have length equal to the number of columns of the input matrix"); |
Michele Di Giorgio | f64d336 | 2020-04-03 12:40:10 +0100 | [diff] [blame] | 74 | } |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 75 | return Status{}; |
| 76 | } |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 77 | } // namespace |
| 78 | |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 79 | IClGemmLowpReductionKernel::IClGemmLowpReductionKernel() |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 80 | { |
Giorgio Arena | 4a95bba | 2021-06-28 11:00:27 +0100 | [diff] [blame] | 81 | _type = CLKernelType::ELEMENTWISE; |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 82 | } |
| 83 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 84 | void ClGemmLowpMatrixAReductionKernel::configure(const CLCompileContext &compile_context, |
| 85 | const ITensorInfo *mtx_a, |
| 86 | ITensorInfo *vector_sum_row, |
| 87 | const GEMMLowpReductionKernelInfo &info) |
Manuel Bottini | 4c6bd51 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 88 | { |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 89 | // Perform validate step |
| 90 | ARM_COMPUTE_ERROR_ON_NULLPTR(mtx_a, vector_sum_row); |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 91 | ARM_COMPUTE_ERROR_THROW_ON(validate_arguments_matrix_a_reduction(mtx_a, vector_sum_row)); |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 92 | |
Michele Di Giorgio | 1c1b3aa | 2020-04-02 17:35:42 +0100 | [diff] [blame] | 93 | // Output auto initialization if not yet initialized |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 94 | auto_init_if_empty(*vector_sum_row, TensorShape(mtx_a->dimension(1)), 1, DataType::S32); |
Michele Di Giorgio | 1c1b3aa | 2020-04-02 17:35:42 +0100 | [diff] [blame] | 95 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 96 | auto padding_info = get_padding_info({mtx_a, vector_sum_row}); |
Michele Di Giorgio | aae3410 | 2020-10-19 15:31:45 +0100 | [diff] [blame] | 97 | |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 98 | // Set the arguments to pass at compile time |
| 99 | CLBuildOptions build_opts; |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 100 | build_opts.add_option("-DCOLS_A=" + support::cpp11::to_string(mtx_a->dimension(0))); |
| 101 | build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(mtx_a->data_type())); |
| 102 | build_opts.add_option("-DACC_DATA_TYPE=" + get_cl_dot8_acc_type_from_data_type(mtx_a->data_type())); |
Michele Di Giorgio | f64d336 | 2020-04-03 12:40:10 +0100 | [diff] [blame] | 103 | build_opts.add_option_if(info.mul_by_scalar, "-DSCALAR=" + support::cpp11::to_string(info.scalar)); |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 104 | |
Gian Marco Iodice | 4b90865 | 2018-10-18 10:21:02 +0100 | [diff] [blame] | 105 | const bool is_dot8_supported = dot8_supported(CLKernelLibrary::get().get_device()); |
| 106 | |
| 107 | std::string kernel_name = "gemmlowp_matrix_a_reduction" + std::string(is_dot8_supported ? "_dot8" : ""); |
| 108 | |
Gian Marco Iodice | d11de98 | 2022-09-05 15:35:35 +0100 | [diff] [blame] | 109 | // A macro guard to compile ONLY the kernel of interest |
| 110 | build_opts.add_option("-D" + upper_string(kernel_name)); |
| 111 | |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 112 | // Create kernel |
Manuel Bottini | 4c6bd51 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 113 | _kernel = create_kernel(compile_context, kernel_name, build_opts.options()); |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 114 | |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 115 | // Configure kernel window |
Michele Di Giorgio | f64d336 | 2020-04-03 12:40:10 +0100 | [diff] [blame] | 116 | // This kernel does not need padding |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 117 | Window win = calculate_max_window(*vector_sum_row, Steps()); |
Michele Di Giorgio | f64d336 | 2020-04-03 12:40:10 +0100 | [diff] [blame] | 118 | ICLKernel::configure_internal(win); |
Gian Marco Iodice | 2b52add | 2019-06-13 15:58:32 +0100 | [diff] [blame] | 119 | |
| 120 | _config_id = kernel_name; |
| 121 | _config_id += "_"; |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 122 | _config_id += support::cpp11::to_string(mtx_a->dimension(0)); |
Gian Marco Iodice | 2b52add | 2019-06-13 15:58:32 +0100 | [diff] [blame] | 123 | _config_id += "_"; |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 124 | _config_id += support::cpp11::to_string(mtx_a->dimension(1)); |
Gian Marco Iodice | 2b52add | 2019-06-13 15:58:32 +0100 | [diff] [blame] | 125 | _config_id += "_"; |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 126 | _config_id += support::cpp11::to_string(mtx_a->dimension(2)); |
Michele Di Giorgio | aae3410 | 2020-10-19 15:31:45 +0100 | [diff] [blame] | 127 | |
| 128 | ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info)); |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 129 | } |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 130 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 131 | Status ClGemmLowpMatrixAReductionKernel::validate(const ITensorInfo *mtx_a, |
| 132 | const ITensorInfo *vector_sum_row, |
| 133 | const GEMMLowpReductionKernelInfo &info) |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 134 | { |
Michele Di Giorgio | f64d336 | 2020-04-03 12:40:10 +0100 | [diff] [blame] | 135 | ARM_COMPUTE_UNUSED(info); |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 136 | ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments_matrix_a_reduction(mtx_a, vector_sum_row)); |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 137 | |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 138 | return Status{}; |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 139 | } |
| 140 | |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 141 | void ClGemmLowpMatrixAReductionKernel::run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 142 | { |
| 143 | ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); |
| 144 | ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window); |
| 145 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 146 | const auto src = |
| 147 | utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC)); |
| 148 | auto dst = utils::cast::polymorphic_downcast<ICLTensor *>(tensors.get_tensor(TensorType::ACL_DST)); |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 149 | |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 150 | Window collapsed = window.collapse_if_possible(ICLKernel::window(), Window::DimY); |
| 151 | Window slice_in = collapsed.first_slice_window_2D(); |
| 152 | Window slice_out = collapsed.first_slice_window_2D(); |
| 153 | |
| 154 | // Setup input slice. Its dimensions are increased in the cl kernel. |
| 155 | slice_in.set(Window::DimX, Window::Dimension(0, 0, 0)); |
| 156 | slice_in.set(Window::DimY, Window::Dimension(0, 0, 0)); |
| 157 | slice_in.set(Window::DimZ, Window::Dimension(0, 0, 0)); |
| 158 | |
| 159 | do |
| 160 | { |
| 161 | unsigned int idx = 0; |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 162 | add_3D_tensor_argument(idx, src, slice_in); |
| 163 | add_2D_tensor_argument(idx, dst, slice_out); |
Gian Marco Iodice | 2b52add | 2019-06-13 15:58:32 +0100 | [diff] [blame] | 164 | enqueue(queue, *this, slice_out, lws_hint()); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 165 | } while (collapsed.slide_window_slice_2D(slice_out)); |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 166 | } |
| 167 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 168 | void ClGemmLowpMatrixBReductionKernel::configure(const CLCompileContext &compile_context, |
| 169 | const ITensorInfo *mtx_b, |
| 170 | ITensorInfo *vector_sum_col, |
| 171 | const GEMMLowpReductionKernelInfo &info) |
Manuel Bottini | 4c6bd51 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 172 | { |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 173 | ARM_COMPUTE_ERROR_ON_NULLPTR(mtx_b, vector_sum_col); |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 174 | ARM_COMPUTE_ERROR_THROW_ON(validate_arguments_matrix_b_reduction(mtx_b, vector_sum_col)); |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 175 | |
Michele Di Giorgio | aae3410 | 2020-10-19 15:31:45 +0100 | [diff] [blame] | 176 | // Output auto initialization if not yet initialized |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 177 | auto_init_if_empty(*vector_sum_col, TensorShape(mtx_b->dimension(0)), 1, DataType::S32); |
Michele Di Giorgio | aae3410 | 2020-10-19 15:31:45 +0100 | [diff] [blame] | 178 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 179 | auto padding_info = get_padding_info({mtx_b, vector_sum_col}); |
Michele Di Giorgio | aae3410 | 2020-10-19 15:31:45 +0100 | [diff] [blame] | 180 | |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 181 | const unsigned int num_elems_processed_per_iteration = adjust_vec_size(16, mtx_b->dimension(0)); |
Michele Di Giorgio | aae3410 | 2020-10-19 15:31:45 +0100 | [diff] [blame] | 182 | |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 183 | // Set the arguments to pass at compile time |
| 184 | CLBuildOptions build_opts; |
Michele Di Giorgio | aae3410 | 2020-10-19 15:31:45 +0100 | [diff] [blame] | 185 | build_opts.add_option("-DVEC_SIZE=" + support::cpp11::to_string(num_elems_processed_per_iteration)); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 186 | build_opts.add_option("-DVEC_SIZE_LEFTOVER=" + |
| 187 | support::cpp11::to_string(mtx_b->dimension(0) % num_elems_processed_per_iteration)); |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 188 | build_opts.add_option("-DCOLS_B=" + support::cpp11::to_string(mtx_b->dimension(0))); |
| 189 | build_opts.add_option("-DROWS_B=" + support::cpp11::to_string(mtx_b->dimension(1))); |
| 190 | build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(mtx_b->data_type())); |
| 191 | build_opts.add_option("-DACC_DATA_TYPE=" + get_cl_dot8_acc_type_from_data_type(mtx_b->data_type())); |
Michele Di Giorgio | f64d336 | 2020-04-03 12:40:10 +0100 | [diff] [blame] | 192 | build_opts.add_option_if(info.mul_by_scalar, "-DSCALAR=" + support::cpp11::to_string(info.scalar)); |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 193 | |
Gian Marco Iodice | d11de98 | 2022-09-05 15:35:35 +0100 | [diff] [blame] | 194 | const std::string kernel_name = "gemmlowp_matrix_b_reduction"; |
| 195 | |
| 196 | // A macro guard to compile ONLY the kernel of interest |
| 197 | build_opts.add_option("-D" + upper_string(kernel_name)); |
| 198 | |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 199 | // Create kernel |
Gian Marco Iodice | d11de98 | 2022-09-05 15:35:35 +0100 | [diff] [blame] | 200 | _kernel = create_kernel(compile_context, kernel_name, build_opts.options()); |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 201 | |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 202 | // Configure kernel window |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 203 | Window win = calculate_max_window(*vector_sum_col, Steps(num_elems_processed_per_iteration)); |
| 204 | IClKernel::configure_internal(win); |
Michele Di Giorgio | aae3410 | 2020-10-19 15:31:45 +0100 | [diff] [blame] | 205 | |
| 206 | ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info)); |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 207 | } |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 208 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 209 | Status ClGemmLowpMatrixBReductionKernel::validate(const ITensorInfo *mtx_b, |
| 210 | const ITensorInfo *vector_sum_col, |
| 211 | const GEMMLowpReductionKernelInfo &info) |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 212 | { |
Michele Di Giorgio | f64d336 | 2020-04-03 12:40:10 +0100 | [diff] [blame] | 213 | ARM_COMPUTE_UNUSED(info); |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 214 | ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments_matrix_b_reduction(mtx_b, vector_sum_col)); |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 215 | |
Georgios Pinitas | 358ca20 | 2017-12-07 16:47:52 +0000 | [diff] [blame] | 216 | return Status{}; |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 217 | } |
| 218 | |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 219 | void ClGemmLowpMatrixBReductionKernel::run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 220 | { |
| 221 | ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); |
| 222 | ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window); |
| 223 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 224 | const auto src = |
| 225 | utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC)); |
| 226 | auto dst = utils::cast::polymorphic_downcast<ICLTensor *>(tensors.get_tensor(TensorType::ACL_DST)); |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 227 | |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 228 | Window collapsed = window.collapse_if_possible(IKernel::window(), Window::DimY); |
| 229 | |
| 230 | Window slice_out = collapsed.first_slice_window_2D(); |
| 231 | Window slice_in = slice_out; |
| 232 | |
Georgios Pinitas | ebf6b8a | 2018-09-24 16:31:08 +0100 | [diff] [blame] | 233 | slice_in.set(Window::DimY, Window::Dimension(0, 0, 0)); |
| 234 | slice_in.set(Window::DimZ, Window::Dimension(0, 0, 0)); |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 235 | |
| 236 | do |
| 237 | { |
| 238 | unsigned int idx = 0; |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 239 | add_3D_tensor_argument(idx, src, slice_in); |
| 240 | add_2D_tensor_argument(idx, dst, slice_out); |
Georgios Pinitas | 275f99c | 2019-08-23 12:44:11 +0100 | [diff] [blame] | 241 | enqueue(queue, *this, slice_out, lws_hint()); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 242 | } while (collapsed.slide_window_slice_2D(slice_out)); |
Gian Marco | 05288a2 | 2017-11-21 10:57:50 +0000 | [diff] [blame] | 243 | } |
Georgios Pinitas | 4a578b9 | 2021-06-25 12:13:49 +0100 | [diff] [blame] | 244 | } // namespace kernels |
| 245 | } // namespace opencl |
Michele Di Giorgio | 4646d2e | 2019-06-19 12:28:47 +0100 | [diff] [blame] | 246 | } // namespace arm_compute |