Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 1 | /* |
Michele Di Giorgio | d9eaf61 | 2020-07-08 11:12:57 +0100 | [diff] [blame] | 2 | * Copyright (c) 2019-2020 Arm Limited. |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +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 | */ |
Sang-Hoon Park | 68dd25f | 2020-10-19 16:00:11 +0100 | [diff] [blame] | 24 | #include "src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationBifrost.h" |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 25 | |
| 26 | #include "arm_compute/core/CL/CLHelpers.h" |
| 27 | #include "arm_compute/core/CL/CLKernelLibrary.h" |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 28 | #include "arm_compute/core/GPUTarget.h" |
Gian Marco Iodice | ed5fe69 | 2020-07-09 08:41:10 +0100 | [diff] [blame] | 29 | #include "arm_compute/core/TensorInfo.h" |
| 30 | #include "arm_compute/core/TensorShape.h" |
| 31 | #include "arm_compute/core/utils/misc/ShapeCalculator.h" |
Sang-Hoon Park | 68dd25f | 2020-10-19 16:00:11 +0100 | [diff] [blame] | 32 | #include "src/core/CL/gemm/CLGEMMHelpers.h" |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 33 | |
| 34 | #include <map> |
| 35 | #include <utility> |
| 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace cl_gemm |
| 40 | { |
Gian Marco Iodice | ed5fe69 | 2020-07-09 08:41:10 +0100 | [diff] [blame] | 41 | using namespace arm_compute::misc::shape_calculator; |
| 42 | |
Gian Marco Iodice | 12f2b8c | 2020-02-13 12:27:37 +0000 | [diff] [blame] | 43 | CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::CLGEMMReshapedOnlyRHSKernelConfigurationBifrost(GPUTarget gpu) |
| 44 | : ICLGEMMKernelConfiguration(gpu) |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 45 | { |
| 46 | } |
| 47 | |
| 48 | std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) |
| 49 | { |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 50 | using ConfigurationFunctionExecutorPtr = std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> (CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::*)(unsigned int m, unsigned int n, unsigned int k, |
| 51 | unsigned int b); |
| 52 | |
Gian Marco Iodice | ee6454a | 2019-09-17 10:56:51 +0100 | [diff] [blame] | 53 | // Configurations for Mali-G51 |
| 54 | static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G51 = |
| 55 | { |
| 56 | { DataType::F32, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_f32 }, |
Gian Marco Iodice | 0d54804 | 2019-10-03 15:12:09 +0100 | [diff] [blame] | 57 | { DataType::F16, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_f16 }, |
Gian Marco Iodice | eb65f6d | 2020-04-15 11:42:15 +0100 | [diff] [blame] | 58 | { DataType::QASYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_u8 }, |
| 59 | { DataType::QSYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_u8 }, |
| 60 | { DataType::QASYMM8_SIGNED, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_u8 }, |
| 61 | { DataType::QSYMM8_PER_CHANNEL, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_u8 } |
Gian Marco Iodice | ee6454a | 2019-09-17 10:56:51 +0100 | [diff] [blame] | 62 | }; |
| 63 | |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 64 | // Configurations for Mali-G76 |
| 65 | static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G76 = |
| 66 | { |
| 67 | { DataType::F32, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_f32 }, |
Gian Marco Iodice | 0d54804 | 2019-10-03 15:12:09 +0100 | [diff] [blame] | 68 | { DataType::F16, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_f16 }, |
Gian Marco Iodice | eb65f6d | 2020-04-15 11:42:15 +0100 | [diff] [blame] | 69 | { DataType::QASYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_u8 }, |
| 70 | { DataType::QSYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_u8 }, |
| 71 | { DataType::QASYMM8_SIGNED, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_u8 }, |
| 72 | { DataType::QSYMM8_PER_CHANNEL, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_u8 } |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 73 | }; |
| 74 | |
| 75 | // Configurations for Mali-G7x |
| 76 | static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G7x = |
| 77 | { |
| 78 | { DataType::F32, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_f32 }, |
Gian Marco Iodice | 0d54804 | 2019-10-03 15:12:09 +0100 | [diff] [blame] | 79 | { DataType::F16, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_f16 }, |
Gian Marco Iodice | eb65f6d | 2020-04-15 11:42:15 +0100 | [diff] [blame] | 80 | { DataType::QASYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_u8 }, |
| 81 | { DataType::QSYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_u8 }, |
| 82 | { DataType::QASYMM8_SIGNED, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_u8 }, |
| 83 | { DataType::QSYMM8_PER_CHANNEL, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_u8 } |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 84 | }; |
| 85 | |
| 86 | switch(_target) |
| 87 | { |
| 88 | case GPUTarget::G76: |
Gian Marco Iodice | 12f2b8c | 2020-02-13 12:27:37 +0000 | [diff] [blame] | 89 | if(gemm_configs_G76.find(data_type) != gemm_configs_G76.end()) |
Gian Marco Iodice | 0d54804 | 2019-10-03 15:12:09 +0100 | [diff] [blame] | 90 | { |
| 91 | return (this->*gemm_configs_G76[data_type])(m, n, k, b); |
| 92 | } |
| 93 | else |
| 94 | { |
| 95 | ARM_COMPUTE_ERROR("Not supported data type"); |
| 96 | } |
Gian Marco Iodice | ee6454a | 2019-09-17 10:56:51 +0100 | [diff] [blame] | 97 | case GPUTarget::G51: |
Gian Marco Iodice | 12f2b8c | 2020-02-13 12:27:37 +0000 | [diff] [blame] | 98 | if(gemm_configs_G51.find(data_type) != gemm_configs_G51.end()) |
Gian Marco Iodice | 0d54804 | 2019-10-03 15:12:09 +0100 | [diff] [blame] | 99 | { |
| 100 | return (this->*gemm_configs_G51[data_type])(m, n, k, b); |
| 101 | } |
| 102 | else |
| 103 | { |
| 104 | ARM_COMPUTE_ERROR("Not supported data type"); |
| 105 | } |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 106 | default: |
Gian Marco Iodice | 12f2b8c | 2020-02-13 12:27:37 +0000 | [diff] [blame] | 107 | if(gemm_configs_G7x.find(data_type) != gemm_configs_G7x.end()) |
Gian Marco Iodice | 0d54804 | 2019-10-03 15:12:09 +0100 | [diff] [blame] | 108 | { |
| 109 | return (this->*gemm_configs_G7x[data_type])(m, n, k, b); |
| 110 | } |
| 111 | else |
| 112 | { |
| 113 | ARM_COMPUTE_ERROR("Not supported data type"); |
| 114 | } |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 115 | } |
| 116 | } |
| 117 | |
| 118 | std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) |
| 119 | { |
| 120 | ARM_COMPUTE_UNUSED(k); |
| 121 | ARM_COMPUTE_UNUSED(b); |
| 122 | |
| 123 | if(m == 1) |
| 124 | { |
Sang-Hoon Park | 68dd25f | 2020-10-19 16:00:11 +0100 | [diff] [blame] | 125 | if(n <= 2548) |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 126 | { |
Sang-Hoon Park | 68dd25f | 2020-10-19 16:00:11 +0100 | [diff] [blame] | 127 | return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 4, false, true, false, true, false); |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 128 | } |
| 129 | else |
| 130 | { |
Sang-Hoon Park | 68dd25f | 2020-10-19 16:00:11 +0100 | [diff] [blame] | 131 | return configure_lhs_rhs_info(m, n, 1, 4, 16, 1, 8, false, true, false, true, false); |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 132 | } |
| 133 | } |
| 134 | else |
| 135 | { |
| 136 | return configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 4, false, true, false, true); |
| 137 | } |
| 138 | } |
| 139 | |
| 140 | std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) |
| 141 | { |
| 142 | ARM_COMPUTE_UNUSED(k); |
| 143 | ARM_COMPUTE_UNUSED(b); |
| 144 | |
Gian Marco Iodice | ed5fe69 | 2020-07-09 08:41:10 +0100 | [diff] [blame] | 145 | GEMMLHSMatrixInfo lhs_info_buf; |
| 146 | GEMMRHSMatrixInfo rhs_info_buf; |
| 147 | GEMMLHSMatrixInfo lhs_info_img; |
| 148 | GEMMRHSMatrixInfo rhs_info_img; |
| 149 | |
Gian Marco Iodice | 4aed4aa | 2020-08-07 15:36:30 +0100 | [diff] [blame] | 150 | const bool is_workload_big = ((m * n * b) / 16) >= 2048; |
Gian Marco Iodice | ed5fe69 | 2020-07-09 08:41:10 +0100 | [diff] [blame] | 151 | // Get lhs_info/rhs_info in case of OpenCL buffer |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 152 | if(m == 1) |
| 153 | { |
Gian Marco Iodice | 839e198 | 2020-10-29 13:36:50 +0000 | [diff] [blame^] | 154 | if(n <= 204.0) |
Gian Marco Iodice | 4aed4aa | 2020-08-07 15:36:30 +0100 | [diff] [blame] | 155 | { |
Gian Marco Iodice | 839e198 | 2020-10-29 13:36:50 +0000 | [diff] [blame^] | 156 | return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 16, false, true, false, true, false); |
Gian Marco Iodice | 4aed4aa | 2020-08-07 15:36:30 +0100 | [diff] [blame] | 157 | } |
| 158 | else |
| 159 | { |
Gian Marco Iodice | 839e198 | 2020-10-29 13:36:50 +0000 | [diff] [blame^] | 160 | return configure_lhs_rhs_info(m, n, 1, 2, 8, 1, 32, false, true, false, true, false); |
Gian Marco Iodice | 4aed4aa | 2020-08-07 15:36:30 +0100 | [diff] [blame] | 161 | } |
Gian Marco Iodice | ed5fe69 | 2020-07-09 08:41:10 +0100 | [diff] [blame] | 162 | } |
| 163 | else |
| 164 | { |
| 165 | const int h0 = std::max(std::min(static_cast<int>(n / 4), static_cast<int>(16)), static_cast<int>(1)); |
Gian Marco Iodice | 4aed4aa | 2020-08-07 15:36:30 +0100 | [diff] [blame] | 166 | if(is_workload_big) |
| 167 | { |
| 168 | std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 4, 4, 4, 1, h0, false, true, false, true); |
| 169 | } |
| 170 | else |
| 171 | { |
| 172 | std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 2, 4, 8, 1, h0, false, true, false, true); |
| 173 | } |
| 174 | } |
| 175 | |
| 176 | // Get lhs_info/rhs_info in case of OpenCL image |
| 177 | const int h0 = std::max(std::min(static_cast<int>(n / 4), static_cast<int>(16)), static_cast<int>(1)); |
| 178 | if(is_workload_big) |
| 179 | { |
Gian Marco Iodice | ed5fe69 | 2020-07-09 08:41:10 +0100 | [diff] [blame] | 180 | std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 1, h0, false, true, false, false, true); |
| 181 | } |
Gian Marco Iodice | 4aed4aa | 2020-08-07 15:36:30 +0100 | [diff] [blame] | 182 | else |
| 183 | { |
| 184 | std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 2, 4, 8, 1, h0, false, true, false, true, true); |
| 185 | } |
Gian Marco Iodice | ed5fe69 | 2020-07-09 08:41:10 +0100 | [diff] [blame] | 186 | |
| 187 | const TensorInfo tensor_rhs_info(TensorShape(n, k, b), 1, DataType::F32); |
| 188 | const TensorShape shape = compute_rhs_reshaped_shape(tensor_rhs_info, rhs_info_img); |
| 189 | const TensorInfo tensor_reshaped_info(shape, 1, DataType::F32); |
| 190 | |
Gian Marco Iodice | 4aed4aa | 2020-08-07 15:36:30 +0100 | [diff] [blame] | 191 | // In case of vector by matrix or small workloads, we use the OpenCL buffer rather than the OpenCL image2d |
| 192 | const bool use_cl_image2d = ((m == 1) || ((((m * n * b) / 16) < 2048) && n < 128)) ? false : true; |
Gian Marco Iodice | ed5fe69 | 2020-07-09 08:41:10 +0100 | [diff] [blame] | 193 | |
| 194 | if(bool(validate_image2d_support_on_rhs(tensor_reshaped_info, rhs_info_img)) && use_cl_image2d) |
| 195 | { |
| 196 | return std::make_pair(lhs_info_img, rhs_info_img); |
| 197 | } |
| 198 | else |
| 199 | { |
| 200 | return std::make_pair(lhs_info_buf, rhs_info_buf); |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 201 | } |
| 202 | } |
| 203 | |
Gian Marco Iodice | ee6454a | 2019-09-17 10:56:51 +0100 | [diff] [blame] | 204 | std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) |
| 205 | { |
| 206 | ARM_COMPUTE_UNUSED(k); |
| 207 | ARM_COMPUTE_UNUSED(b); |
| 208 | |
| 209 | if(m == 1) |
| 210 | { |
Gian Marco Iodice | 12f2b8c | 2020-02-13 12:27:37 +0000 | [diff] [blame] | 211 | const unsigned int n0 = n < 1280 ? 2 : 4; |
Gian Marco Iodice | 0d54804 | 2019-10-03 15:12:09 +0100 | [diff] [blame] | 212 | const unsigned int h0 = std::max(n / n0, 1U); |
Gian Marco Iodice | ee6454a | 2019-09-17 10:56:51 +0100 | [diff] [blame] | 213 | return configure_lhs_rhs_info(m, n, 1, n0, 4, 1, h0, false, true, false, true); |
| 214 | } |
| 215 | else |
| 216 | { |
| 217 | return configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 2, false, true, false, true); |
| 218 | } |
| 219 | } |
| 220 | |
Gian Marco Iodice | 0d54804 | 2019-10-03 15:12:09 +0100 | [diff] [blame] | 221 | std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) |
| 222 | { |
| 223 | ARM_COMPUTE_UNUSED(k); |
| 224 | ARM_COMPUTE_UNUSED(b); |
| 225 | |
| 226 | if(m == 1) |
| 227 | { |
| 228 | if(n > 2048) |
| 229 | { |
| 230 | const unsigned int h0 = std::max(n / 4, 1U); |
| 231 | return configure_lhs_rhs_info(m, n, 1, 4, 4, 1, h0, false, true, false, true); |
| 232 | } |
| 233 | else |
| 234 | { |
| 235 | const unsigned int h0 = std::max(n / 2, 1U); |
| 236 | return configure_lhs_rhs_info(m, n, 1, 2, 8, 1, h0, false, true, false, true); |
| 237 | } |
| 238 | } |
| 239 | else |
| 240 | { |
| 241 | return configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 4, false, true, false, true); |
| 242 | } |
| 243 | } |
| 244 | |
| 245 | std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) |
| 246 | { |
| 247 | ARM_COMPUTE_UNUSED(k); |
Gian Marco Iodice | 0d54804 | 2019-10-03 15:12:09 +0100 | [diff] [blame] | 248 | |
| 249 | if(m == 1) |
| 250 | { |
Sang-Hoon Park | 68dd25f | 2020-10-19 16:00:11 +0100 | [diff] [blame] | 251 | return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 32, false, true, false, true, false); |
Gian Marco Iodice | 0d54804 | 2019-10-03 15:12:09 +0100 | [diff] [blame] | 252 | } |
| 253 | else |
| 254 | { |
Gian Marco Iodice | 839e198 | 2020-10-29 13:36:50 +0000 | [diff] [blame^] | 255 | const float r_mn = static_cast<float>(m) / static_cast<float>(n); |
| 256 | const float workload = (static_cast<float>(m) * static_cast<float>(n) * static_cast<float>(b)) / 20.0f; |
| 257 | |
| 258 | if(workload <= 7449.60f) |
| 259 | { |
| 260 | if(workload <= 691.60f) |
| 261 | { |
| 262 | return configure_lhs_rhs_info(m, n, 2, 2, 8, 1, 8, false, false, false, false, false); |
| 263 | } |
| 264 | else |
| 265 | { |
| 266 | if(workload <= 4155.20f) |
| 267 | { |
| 268 | return configure_lhs_rhs_info(m, n, 5, 2, 8, 1, 16, false, false, false, false, false); |
| 269 | } |
| 270 | else |
| 271 | { |
| 272 | return configure_lhs_rhs_info(m, n, 5, 8, 2, 1, 32, false, false, false, false, false); |
| 273 | } |
| 274 | } |
| 275 | } |
| 276 | else |
| 277 | { |
| 278 | if(workload <= 16300.80f) |
| 279 | { |
| 280 | if(r_mn <= 44.56f) |
| 281 | { |
| 282 | GEMMLHSMatrixInfo lhs_info_buf; |
| 283 | GEMMRHSMatrixInfo rhs_info_buf; |
| 284 | GEMMLHSMatrixInfo lhs_info_img; |
| 285 | GEMMRHSMatrixInfo rhs_info_img; |
| 286 | |
| 287 | std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 5, 4, 4, 1, 2, false, true, false, false, true); |
| 288 | std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 5, 2, 8, 1, 16, false, false, false, false, false); |
| 289 | |
| 290 | return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), |
| 291 | std::make_pair(lhs_info_buf, rhs_info_buf), |
| 292 | n, k, b, DataType::F16); |
| 293 | } |
| 294 | else |
| 295 | { |
| 296 | return configure_lhs_rhs_info(m, n, 5, 2, 8, 1, 16, false, false, false, false, false); |
| 297 | } |
| 298 | } |
| 299 | else |
| 300 | { |
| 301 | GEMMLHSMatrixInfo lhs_info_buf; |
| 302 | GEMMRHSMatrixInfo rhs_info_buf; |
| 303 | GEMMLHSMatrixInfo lhs_info_img; |
| 304 | GEMMRHSMatrixInfo rhs_info_img; |
| 305 | |
| 306 | std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 5, 4, 4, 1, 2, false, true, false, false, true); |
| 307 | std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 5, 2, 8, 1, 16, false, false, false, false, false); |
| 308 | |
| 309 | return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), |
| 310 | std::make_pair(lhs_info_buf, rhs_info_buf), |
| 311 | n, k, b, DataType::F16); |
| 312 | } |
| 313 | } |
Gian Marco Iodice | 0d54804 | 2019-10-03 15:12:09 +0100 | [diff] [blame] | 314 | } |
| 315 | } |
| 316 | |
| 317 | std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) |
| 318 | { |
| 319 | ARM_COMPUTE_UNUSED(k); |
| 320 | ARM_COMPUTE_UNUSED(b); |
| 321 | |
| 322 | if(m == 1) |
| 323 | { |
Gian Marco Iodice | 12f2b8c | 2020-02-13 12:27:37 +0000 | [diff] [blame] | 324 | const unsigned int n0 = n < 1280 ? 2 : 4; |
Gian Marco Iodice | 0d54804 | 2019-10-03 15:12:09 +0100 | [diff] [blame] | 325 | const unsigned int h0 = std::max(n / n0, 1U); |
| 326 | return configure_lhs_rhs_info(m, n, 1, n0, 8, 1, h0, false, true, false, true); |
| 327 | } |
| 328 | else |
| 329 | { |
| 330 | return configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 2, false, true, false, true); |
| 331 | } |
| 332 | } |
| 333 | |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 334 | std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) |
| 335 | { |
| 336 | ARM_COMPUTE_UNUSED(k); |
| 337 | ARM_COMPUTE_UNUSED(b); |
| 338 | |
| 339 | if(dot8_supported(CLKernelLibrary::get().get_device())) |
| 340 | { |
| 341 | if(m == 1) |
| 342 | { |
Gian Marco Iodice | 0d54804 | 2019-10-03 15:12:09 +0100 | [diff] [blame] | 343 | const unsigned int h0 = std::max(n / 2, 1U); |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 344 | return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, h0, false, true, false, true); |
| 345 | } |
| 346 | else |
| 347 | { |
Gian Marco Iodice | 0d54804 | 2019-10-03 15:12:09 +0100 | [diff] [blame] | 348 | const unsigned int h0 = std::max(n / 4, 1U); |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 349 | return configure_lhs_rhs_info(m, n, 4, 4, 16, 1, h0, false, true, false, true); |
| 350 | } |
| 351 | } |
| 352 | else |
| 353 | { |
Gian Marco Iodice | eb65f6d | 2020-04-15 11:42:15 +0100 | [diff] [blame] | 354 | const int h0 = std::max(std::min(static_cast<int>(n / 2), static_cast<int>(128)), static_cast<int>(1)); |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 355 | if(m == 1) |
| 356 | { |
Gian Marco Iodice | 2ec6c1e | 2019-04-09 12:03:05 +0100 | [diff] [blame] | 357 | return configure_lhs_rhs_info(m, n, 1, 2, 4, 1, h0, false, true, false, true); |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 358 | } |
| 359 | else |
| 360 | { |
Gian Marco Iodice | eb65f6d | 2020-04-15 11:42:15 +0100 | [diff] [blame] | 361 | return configure_lhs_rhs_info(m, n, 4, 2, 16, 1, h0, false, true, false, true); |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 362 | } |
| 363 | } |
| 364 | } |
| 365 | |
| 366 | std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) |
| 367 | { |
| 368 | ARM_COMPUTE_UNUSED(k); |
| 369 | ARM_COMPUTE_UNUSED(b); |
| 370 | |
| 371 | if(m == 1) |
| 372 | { |
Gian Marco Iodice | 0d54804 | 2019-10-03 15:12:09 +0100 | [diff] [blame] | 373 | const unsigned int h0 = std::max(n / 2, 1U); |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 374 | return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, h0, false, true, false, true); |
| 375 | } |
| 376 | else |
| 377 | { |
| 378 | return configure_lhs_rhs_info(m, n, 4, 4, 16, 1, 2, false, true, false, true); |
| 379 | } |
| 380 | } |
Gian Marco Iodice | ee6454a | 2019-09-17 10:56:51 +0100 | [diff] [blame] | 381 | |
| 382 | std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) |
| 383 | { |
| 384 | ARM_COMPUTE_UNUSED(k); |
| 385 | ARM_COMPUTE_UNUSED(b); |
| 386 | |
| 387 | if(m == 1) |
| 388 | { |
Gian Marco Iodice | 0d54804 | 2019-10-03 15:12:09 +0100 | [diff] [blame] | 389 | const unsigned int h0 = std::max(n / 2, 1U); |
Gian Marco Iodice | ee6454a | 2019-09-17 10:56:51 +0100 | [diff] [blame] | 390 | return configure_lhs_rhs_info(m, n, 1, 4, 16, 1, h0, false, true, false, true); |
| 391 | } |
| 392 | else |
| 393 | { |
Gian Marco Iodice | 0d54804 | 2019-10-03 15:12:09 +0100 | [diff] [blame] | 394 | const unsigned int h0 = std::max(n / 2, 1U); |
Gian Marco Iodice | ee6454a | 2019-09-17 10:56:51 +0100 | [diff] [blame] | 395 | return configure_lhs_rhs_info(m, n, 4, 2, 16, 1, h0, false, true, false, true); |
| 396 | } |
| 397 | } |
Gian Marco Iodice | 12f2b8c | 2020-02-13 12:27:37 +0000 | [diff] [blame] | 398 | |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 399 | } // namespace cl_gemm |
Gian Marco Iodice | 12f2b8c | 2020-02-13 12:27:37 +0000 | [diff] [blame] | 400 | } // namespace arm_compute |