Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2019 ARM Limited. |
| 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 | */ |
| 24 | #include "arm_compute/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationBifrost.h" |
| 25 | |
| 26 | #include "arm_compute/core/CL/CLHelpers.h" |
| 27 | #include "arm_compute/core/CL/CLKernelLibrary.h" |
| 28 | #include "arm_compute/core/CL/gemm/CLGEMMHelpers.h" |
| 29 | #include "arm_compute/core/GPUTarget.h" |
| 30 | |
| 31 | #include <map> |
| 32 | #include <utility> |
| 33 | |
| 34 | namespace arm_compute |
| 35 | { |
| 36 | namespace cl_gemm |
| 37 | { |
| 38 | CLGEMMReshapedKernelConfigurationBifrost::CLGEMMReshapedKernelConfigurationBifrost(GPUTarget arch) |
| 39 | : ICLGEMMKernelConfiguration(arch) |
| 40 | { |
| 41 | } |
| 42 | |
| 43 | std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationBifrost::configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) |
| 44 | { |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 45 | using ConfigurationFunctionExecutorPtr = std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> (CLGEMMReshapedKernelConfigurationBifrost::*)(unsigned int m, unsigned int n, unsigned int k, unsigned int b); |
| 46 | |
| 47 | // Configurations for Mali-G76 |
| 48 | static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G76 = |
| 49 | { |
| 50 | { DataType::F32, &CLGEMMReshapedKernelConfigurationBifrost::configure_G76_f32 }, |
Gian Marco Iodice | 05639f6 | 2019-09-24 12:05:06 +0100 | [diff] [blame] | 51 | { DataType::F16, &CLGEMMReshapedKernelConfigurationBifrost::configure_G76_f16 }, |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 52 | { DataType::QASYMM8, &CLGEMMReshapedKernelConfigurationBifrost::configure_G76_u8 } |
| 53 | }; |
| 54 | |
| 55 | // Configurations for Mali-G7x |
| 56 | static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G7x = |
| 57 | { |
| 58 | { DataType::F32, &CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_f32 }, |
Gian Marco Iodice | 05639f6 | 2019-09-24 12:05:06 +0100 | [diff] [blame] | 59 | { DataType::F16, &CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_f16 }, |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 60 | { DataType::QASYMM8, &CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_u8 } |
| 61 | }; |
| 62 | |
| 63 | switch(_target) |
| 64 | { |
| 65 | case GPUTarget::G76: |
Gian Marco Iodice | 0c17aa2 | 2019-09-27 09:23:15 +0100 | [diff] [blame^] | 66 | if (gemm_configs_G76.find(data_type) != gemm_configs_G76.end()) |
| 67 | { |
| 68 | return (this->*gemm_configs_G76[data_type])(m, n, k, b); |
| 69 | } |
| 70 | else |
| 71 | { |
| 72 | ARM_COMPUTE_ERROR("Not supported data type"); |
| 73 | } |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 74 | default: |
Gian Marco Iodice | 0c17aa2 | 2019-09-27 09:23:15 +0100 | [diff] [blame^] | 75 | if (gemm_configs_G7x.find(data_type) != gemm_configs_G7x.end()) |
| 76 | { |
| 77 | return (this->*gemm_configs_G7x[data_type])(m, n, k, b); |
| 78 | } |
| 79 | else |
| 80 | { |
| 81 | ARM_COMPUTE_ERROR("Not supported data type"); |
| 82 | } |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 83 | } |
| 84 | } |
| 85 | |
| 86 | std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) |
| 87 | { |
| 88 | ARM_COMPUTE_UNUSED(k); |
| 89 | ARM_COMPUTE_UNUSED(b); |
| 90 | |
| 91 | if(n <= 4) |
| 92 | { |
| 93 | return configure_lhs_rhs_info(m, n, 4, 2, 8, 16, 16, true, false, false, true); |
| 94 | } |
| 95 | else |
| 96 | { |
| 97 | return configure_lhs_rhs_info(m, n, 5, 4, 4, 2, 16, false, true, false, true); |
| 98 | } |
| 99 | } |
| 100 | |
Gian Marco Iodice | 05639f6 | 2019-09-24 12:05:06 +0100 | [diff] [blame] | 101 | std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) |
| 102 | { |
| 103 | ARM_COMPUTE_UNUSED(k); |
| 104 | ARM_COMPUTE_UNUSED(b); |
| 105 | |
| 106 | if(n <= 4) |
| 107 | { |
| 108 | return configure_lhs_rhs_info(m, n, 4, 2, 8, 8, 2, true, true, true, false); |
| 109 | } |
| 110 | else |
| 111 | { |
| 112 | return configure_lhs_rhs_info(m, n, 4, 8, 4, 4, 2, true, true, true, false); |
| 113 | } |
| 114 | } |
| 115 | |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 116 | std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) |
| 117 | { |
| 118 | ARM_COMPUTE_UNUSED(k); |
| 119 | ARM_COMPUTE_UNUSED(b); |
| 120 | |
| 121 | if(dot8_supported(CLKernelLibrary::get().get_device())) |
| 122 | { |
| 123 | if(n <= 4) |
| 124 | { |
| 125 | return configure_lhs_rhs_info(m, n, 4, 2, 16, 2, 2, true, false, false, true); |
| 126 | } |
| 127 | else |
| 128 | { |
| 129 | return configure_lhs_rhs_info(m, n, 4, 4, 16, 2, 2, true, false, false, true); |
| 130 | } |
| 131 | } |
| 132 | else |
| 133 | { |
| 134 | if(n <= 4) |
| 135 | { |
| 136 | return configure_lhs_rhs_info(m, n, 4, 2, 8, 2, 2, true, false, false, true); |
| 137 | } |
| 138 | else |
| 139 | { |
| 140 | return configure_lhs_rhs_info(m, n, 6, 4, 4, 2, 2, true, true, false, true); |
| 141 | } |
| 142 | } |
| 143 | } |
| 144 | |
| 145 | std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationBifrost::configure_G76_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) |
| 146 | { |
| 147 | ARM_COMPUTE_UNUSED(k); |
| 148 | ARM_COMPUTE_UNUSED(b); |
| 149 | |
| 150 | if(n <= 4) |
| 151 | { |
| 152 | return configure_lhs_rhs_info(m, n, 4, 2, 8, 16, 16, true, false, false, true); |
| 153 | } |
| 154 | else |
| 155 | { |
| 156 | return configure_lhs_rhs_info(m, n, 4, 4, 2, 8, 16, false, false, false, true); |
| 157 | } |
| 158 | } |
| 159 | |
Gian Marco Iodice | 05639f6 | 2019-09-24 12:05:06 +0100 | [diff] [blame] | 160 | std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationBifrost::configure_G76_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) |
| 161 | { |
| 162 | ARM_COMPUTE_UNUSED(k); |
| 163 | ARM_COMPUTE_UNUSED(b); |
| 164 | |
| 165 | if(n <= 4) |
| 166 | { |
| 167 | return configure_lhs_rhs_info(m, n, 4, 4, 4, 8, 2, true, true, true, false); |
| 168 | } |
| 169 | else |
| 170 | { |
| 171 | return configure_lhs_rhs_info(m, n, 4, 4, 4, 4, 8, true, true, true, false); |
| 172 | } |
| 173 | } |
| 174 | |
Gian Marco Iodice | 926afe1 | 2019-03-19 11:44:13 +0000 | [diff] [blame] | 175 | std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationBifrost::configure_G76_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) |
| 176 | { |
| 177 | ARM_COMPUTE_UNUSED(k); |
| 178 | ARM_COMPUTE_UNUSED(b); |
| 179 | |
| 180 | if(n <= 4) |
| 181 | { |
| 182 | return configure_lhs_rhs_info(m, n, 4, 2, 16, 4, 1, false, false, false, true); |
| 183 | } |
| 184 | else |
| 185 | { |
| 186 | return configure_lhs_rhs_info(m, n, 4, 4, 16, 2, 2, false, true, false, true); |
| 187 | } |
| 188 | } |
| 189 | } // namespace cl_gemm |
| 190 | } // namespace arm_compute |