Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2023 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 "src/runtime/heuristics/matmul_native/ClMatMulNativeDefaultConfigValhall.h" |
| 25 | |
| 26 | #include "arm_compute/core/CL/CLHelpers.h" |
| 27 | #include "arm_compute/core/CL/CLKernelLibrary.h" |
| 28 | #include "arm_compute/core/GPUTarget.h" |
| 29 | #include "arm_compute/core/KernelDescriptors.h" |
| 30 | #include "arm_compute/core/TensorInfo.h" |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 31 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 32 | #include "src/gpu/cl/kernels/ClMatMulNativeKernel.h" |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 33 | #include "src/runtime/heuristics/matmul_native/ClMatMulNativeHelpers.h" |
| 34 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 35 | #include <utility> |
| 36 | |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace cl_matmul |
| 40 | { |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 41 | ClMatMulNativeDefaultConfigValhall::ClMatMulNativeDefaultConfigValhall(GPUTarget gpu) : IClMatMulNativeKernelConfig(gpu) |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 42 | { |
| 43 | } |
| 44 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 45 | MatMulKernelInfo |
| 46 | ClMatMulNativeDefaultConfigValhall::configure(const ITensorInfo *lhs, const ITensorInfo *rhs, const MatMulInfo &info) |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 47 | { |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 48 | using ConfigurationFunctionExecutorPtr = MatMulKernelInfo (ClMatMulNativeDefaultConfigValhall::*)( |
| 49 | unsigned int m, unsigned int n, unsigned int k, unsigned int b, bool rhs_lock_padding, const MatMulInfo &info); |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 50 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 51 | ClMatMulNativeConfigArray<ConfigurationFunctionExecutorPtr> configs_G710( |
| 52 | &ClMatMulNativeDefaultConfigValhall::configure_G710_f32, |
| 53 | &ClMatMulNativeDefaultConfigValhall::configure_G710_f16, |
| 54 | &ClMatMulNativeDefaultConfigValhall::configure_G710_u8); |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 55 | |
Gunes Bayir | c1204c7 | 2023-10-10 17:41:56 +0100 | [diff] [blame] | 56 | ClMatMulNativeConfigArray<ConfigurationFunctionExecutorPtr> configs_G715( |
| 57 | &ClMatMulNativeDefaultConfigValhall::configure_G715_f32, |
| 58 | &ClMatMulNativeDefaultConfigValhall::configure_G715_f16, |
| 59 | &ClMatMulNativeDefaultConfigValhall::configure_G715_u8); |
| 60 | |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 61 | ConfigurationFunctionExecutorPtr func = nullptr; |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 62 | switch (_target) |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 63 | { |
Gunes Bayir | c1204c7 | 2023-10-10 17:41:56 +0100 | [diff] [blame] | 64 | case GPUTarget::G715: |
Gunes Bayir | 85cafff | 2023-12-18 13:29:31 +0000 | [diff] [blame] | 65 | case GPUTarget::G615: |
Gunes Bayir | c1204c7 | 2023-10-10 17:41:56 +0100 | [diff] [blame] | 66 | func = configs_G715.get_function(lhs->data_type()); |
| 67 | break; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 68 | case GPUTarget::G710: |
| 69 | default: |
| 70 | func = configs_G710.get_function(lhs->data_type()); |
| 71 | break; |
| 72 | } |
| 73 | |
| 74 | const bool adj_lhs = info.adj_lhs(); |
| 75 | const bool adj_rhs = info.adj_rhs(); |
| 76 | |
| 77 | TensorShape lhs_shape = lhs->tensor_shape(); |
| 78 | TensorShape rhs_shape = rhs->tensor_shape(); |
| 79 | |
| 80 | const bool is_batched = lhs_shape.num_dimensions() > 2; |
| 81 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 82 | if (is_batched == true) |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 83 | { |
| 84 | lhs_shape.collapse_from(2); |
| 85 | } |
| 86 | |
| 87 | const unsigned int m = adj_lhs ? lhs_shape.x() : lhs_shape.y(); |
| 88 | const unsigned int n = adj_rhs ? rhs_shape.y() : rhs_shape.x(); |
| 89 | const unsigned int k = adj_lhs ? lhs_shape.y() : lhs_shape.x(); |
| 90 | const unsigned int b = lhs_shape.z(); |
| 91 | |
| 92 | ARM_COMPUTE_ERROR_ON_MSG(func == nullptr, "Data type not supported for matmul native"); |
| 93 | return (this->*func)(m, n, k, b, rhs->lock_paddings(), info); |
| 94 | } |
| 95 | |
Gunes Bayir | c1204c7 | 2023-10-10 17:41:56 +0100 | [diff] [blame] | 96 | MatMulKernelInfo ClMatMulNativeDefaultConfigValhall::configure_G715_f32( |
| 97 | unsigned int m, unsigned int n, unsigned int k, unsigned int b, bool rhs_lock_padding, const MatMulInfo &info) |
| 98 | { |
| 99 | ARM_COMPUTE_UNUSED(m, n, k, b, rhs_lock_padding); |
| 100 | return {info.adj_lhs(), info.adj_rhs(), /* m0 */ 1, /* n0 */ 4, /* k0 */ 1, /* export_to_cl_image */ false}; |
| 101 | } |
| 102 | |
| 103 | MatMulKernelInfo ClMatMulNativeDefaultConfigValhall::configure_G715_f16( |
| 104 | unsigned int m, unsigned int n, unsigned int k, unsigned int b, bool rhs_lock_padding, const MatMulInfo &info) |
| 105 | { |
| 106 | return configure_G715_f32(m, n, k, b, rhs_lock_padding, info); |
| 107 | } |
| 108 | |
| 109 | MatMulKernelInfo ClMatMulNativeDefaultConfigValhall::configure_G715_u8( |
| 110 | unsigned int m, unsigned int n, unsigned int k, unsigned int b, bool rhs_lock_padding, const MatMulInfo &info) |
| 111 | { |
| 112 | ARM_COMPUTE_UNUSED(m, n, k, b, rhs_lock_padding); |
Gian Marco Iodice | 4a9dbed | 2023-11-07 10:27:13 +0000 | [diff] [blame] | 113 | return {info.adj_lhs(), info.adj_rhs(), /* m0 */ 4, /* n0 */ 16, /* k0 */ 4, /* export_to_cl_image */ false}; |
Gunes Bayir | c1204c7 | 2023-10-10 17:41:56 +0100 | [diff] [blame] | 114 | } |
| 115 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 116 | MatMulKernelInfo ClMatMulNativeDefaultConfigValhall::configure_G710_f32( |
| 117 | unsigned int m, unsigned int n, unsigned int k, unsigned int b, bool rhs_lock_padding, const MatMulInfo &info) |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 118 | { |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 119 | const MatMulNativeConfigsMatrix configs_mnkb_best_nt_nt = { |
| 120 | {3136, 64, 64, 36, 4, 4, 16, 1}, {4096, 48, 32, 36, 4, 4, 4, 1}, {688, 92, 68, 32, 2, 8, 4, 1}, |
| 121 | {24, 464, 412, 24, 2, 8, 4, 1}, {112, 184, 144, 28, 4, 4, 16, 1}, {5776, 64, 32, 36, 2, 4, 16, 1}, |
| 122 | {1568, 64, 40, 36, 2, 8, 8, 1}, {2920, 64, 64, 24, 4, 4, 16, 1}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 123 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 124 | const MatMulNativeConfigsMatrix configs_mnkb_fallback_nt_nt = { |
| 125 | {3136, 64, 64, 36, 4, 4, 8, 0}, {4096, 48, 32, 36, 4, 4, 8, 0}, {688, 92, 68, 32, 5, 4, 4, 0}, |
| 126 | {24, 464, 412, 24, 6, 2, 8, 0}, {112, 184, 144, 28, 6, 4, 4, 0}, {5776, 64, 32, 36, 5, 4, 4, 0}, |
| 127 | {1568, 64, 40, 36, 4, 4, 8, 0}, {2920, 64, 64, 24, 4, 4, 8, 0}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 128 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 129 | const MatMulNativeConfigsMatrix configs_mnkb_best_nt_t = { |
| 130 | {3136, 64, 64, 36, 4, 4, 4, 1}, {4096, 48, 32, 36, 2, 2, 16, 1}, {688, 92, 68, 32, 4, 4, 4, 1}, |
| 131 | {24, 464, 412, 24, 6, 2, 8, 1}, {112, 184, 144, 28, 4, 2, 16, 1}, {5776, 64, 32, 36, 4, 4, 4, 1}, |
| 132 | {1568, 64, 40, 36, 4, 4, 8, 1}, {2920, 64, 64, 24, 4, 4, 4, 1}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 133 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 134 | const MatMulNativeConfigsMatrix configs_mnkb_fallback_nt_t = { |
| 135 | {3136, 64, 64, 36, 5, 4, 4, 0}, {4096, 48, 32, 36, 5, 4, 4, 0}, {688, 92, 68, 32, 5, 4, 4, 0}, |
| 136 | {24, 464, 412, 24, 6, 2, 4, 0}, {112, 184, 144, 28, 5, 4, 4, 0}, {5776, 64, 32, 36, 5, 4, 4, 0}, |
| 137 | {1568, 64, 40, 36, 5, 4, 4, 0}, {2920, 64, 64, 24, 6, 2, 4, 0}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 138 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 139 | const MatMulNativeConfigsMatrix configs_mnkb_best_t_nt = { |
| 140 | {3136, 64, 64, 36, 4, 4, 16, 1}, {4096, 48, 32, 36, 4, 4, 4, 1}, {688, 92, 68, 32, 2, 8, 4, 1}, |
| 141 | {24, 464, 412, 24, 2, 8, 4, 1}, {112, 184, 144, 28, 4, 4, 16, 1}, {5776, 64, 32, 36, 2, 8, 8, 1}, |
| 142 | {1568, 64, 40, 36, 4, 4, 8, 1}, {2920, 64, 64, 24, 4, 4, 16, 1}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 143 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 144 | const MatMulNativeConfigsMatrix configs_mnkb_fallback_t_nt = { |
| 145 | {3136, 64, 64, 36, 4, 4, 4, 0}, {4096, 48, 32, 36, 4, 4, 4, 0}, {688, 92, 68, 32, 4, 4, 4, 0}, |
| 146 | {24, 464, 412, 24, 4, 4, 4, 0}, {112, 184, 144, 28, 4, 4, 4, 0}, {5776, 64, 32, 36, 4, 4, 8, 0}, |
| 147 | {1568, 64, 40, 36, 4, 4, 4, 0}, {2920, 64, 64, 24, 4, 4, 4, 0}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 148 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 149 | const MatMulNativeConfigsMatrix configs_mnkb_best_t_t = { |
| 150 | {3136, 64, 64, 36, 4, 4, 4, 1}, {4096, 48, 32, 36, 4, 4, 4, 1}, {688, 92, 68, 32, 4, 4, 4, 1}, |
| 151 | {24, 464, 412, 24, 2, 2, 16, 1}, {112, 184, 144, 28, 4, 4, 4, 1}, {5776, 64, 32, 36, 4, 4, 4, 1}, |
| 152 | {1568, 64, 40, 36, 4, 4, 4, 1}, {2920, 64, 64, 24, 4, 4, 4, 1}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 153 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 154 | const MatMulNativeConfigsMatrix configs_mnkb_fallback_t_t = { |
| 155 | {3136, 64, 64, 36, 4, 4, 4, 0}, {4096, 48, 32, 36, 4, 4, 4, 0}, {688, 92, 68, 32, 4, 4, 4, 0}, |
| 156 | {24, 464, 412, 24, 4, 2, 8, 0}, {112, 184, 144, 28, 4, 4, 4, 0}, {5776, 64, 32, 36, 4, 4, 4, 0}, |
| 157 | {1568, 64, 40, 36, 4, 4, 4, 0}, {2920, 64, 64, 24, 4, 4, 4, 0}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 158 | |
| 159 | const bool adj_lhs = info.adj_lhs(); |
| 160 | const bool adj_rhs = info.adj_rhs(); |
| 161 | |
| 162 | const MatMulNativeConfigsMatrix *configs_best_to_use = nullptr; |
| 163 | const MatMulNativeConfigsMatrix *configs_fallback_to_use = nullptr; |
| 164 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 165 | if ((adj_lhs == false) && (adj_rhs == false)) |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 166 | { |
| 167 | configs_best_to_use = &configs_mnkb_best_nt_nt; |
| 168 | configs_fallback_to_use = &configs_mnkb_fallback_nt_nt; |
| 169 | } |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 170 | else if ((adj_lhs == false) && (adj_rhs == true)) |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 171 | { |
| 172 | configs_best_to_use = &configs_mnkb_best_nt_t; |
| 173 | configs_fallback_to_use = &configs_mnkb_fallback_nt_t; |
| 174 | } |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 175 | else if ((adj_lhs == true) && (adj_rhs == false)) |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 176 | { |
| 177 | configs_best_to_use = &configs_mnkb_best_t_nt; |
| 178 | configs_fallback_to_use = &configs_mnkb_fallback_t_nt; |
| 179 | } |
| 180 | else |
| 181 | { |
| 182 | configs_best_to_use = &configs_mnkb_best_t_t; |
| 183 | configs_fallback_to_use = &configs_mnkb_fallback_t_t; |
| 184 | } |
| 185 | |
| 186 | MatMulKernelInfo desc0 = find_info(*configs_best_to_use, adj_lhs, adj_rhs, m, n, k, b); |
| 187 | MatMulKernelInfo desc1 = find_info(*configs_fallback_to_use, adj_lhs, adj_rhs, m, n, k, b); |
| 188 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 189 | return select_info(desc0, desc1, m, n, k, b, DataType::F32, rhs_lock_padding); |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 190 | } |
| 191 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 192 | MatMulKernelInfo ClMatMulNativeDefaultConfigValhall::configure_G710_f16( |
| 193 | unsigned int m, unsigned int n, unsigned int k, unsigned int b, bool rhs_lock_padding, const MatMulInfo &info) |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 194 | { |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 195 | const MatMulNativeConfigsMatrix configs_mnkb_best_nt_nt = { |
| 196 | {3136, 64, 64, 36, 4, 4, 16, 1}, {4096, 48, 32, 36, 4, 4, 8, 1}, {688, 92, 68, 32, 4, 4, 16, 1}, |
| 197 | {24, 464, 412, 24, 4, 4, 4, 1}, {112, 184, 144, 28, 4, 4, 16, 1}, {5776, 64, 32, 36, 4, 4, 8, 1}, |
| 198 | {1568, 64, 40, 36, 4, 4, 8, 1}, {2920, 64, 64, 24, 4, 4, 16, 1}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 199 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 200 | const MatMulNativeConfigsMatrix configs_mnkb_fallback_nt_nt = { |
| 201 | {3136, 64, 64, 36, 6, 4, 8, 0}, {4096, 48, 32, 36, 6, 4, 8, 0}, {688, 92, 68, 32, 6, 4, 8, 0}, |
| 202 | {24, 464, 412, 24, 4, 4, 8, 0}, {112, 184, 144, 28, 6, 4, 8, 0}, {5776, 64, 32, 36, 6, 4, 8, 0}, |
| 203 | {1568, 64, 40, 36, 6, 4, 8, 0}, {2920, 64, 64, 24, 6, 4, 8, 0}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 204 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 205 | const MatMulNativeConfigsMatrix configs_mnkb_best_nt_t = { |
| 206 | {3136, 64, 64, 36, 6, 4, 8, 1}, {4096, 48, 32, 36, 6, 4, 8, 1}, {688, 92, 68, 32, 4, 4, 4, 1}, |
| 207 | {24, 464, 412, 24, 6, 2, 4, 1}, {112, 184, 144, 28, 4, 2, 16, 1}, {5776, 64, 32, 36, 6, 4, 8, 1}, |
| 208 | {1568, 64, 40, 36, 6, 4, 8, 1}, {2920, 64, 64, 24, 6, 4, 8, 1}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 209 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 210 | const MatMulNativeConfigsMatrix configs_mnkb_fallback_nt_t = { |
| 211 | {3136, 64, 64, 36, 6, 2, 16, 0}, {4096, 48, 32, 36, 5, 4, 8, 0}, {688, 92, 68, 32, 6, 2, 16, 0}, |
| 212 | {24, 464, 412, 24, 6, 2, 16, 0}, {112, 184, 144, 28, 6, 2, 16, 0}, {5776, 64, 32, 36, 5, 4, 8, 0}, |
| 213 | {1568, 64, 40, 36, 5, 4, 8, 0}, {2920, 64, 64, 24, 6, 2, 16, 0}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 214 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 215 | const MatMulNativeConfigsMatrix configs_mnkb_best_t_nt = { |
| 216 | {3136, 64, 64, 36, 4, 4, 16, 1}, {4096, 48, 32, 36, 4, 4, 4, 1}, {688, 92, 68, 32, 4, 4, 4, 1}, |
| 217 | {24, 464, 412, 24, 4, 4, 4, 1}, {112, 184, 144, 28, 4, 4, 4, 1}, {5776, 64, 32, 36, 4, 4, 4, 1}, |
| 218 | {1568, 64, 40, 36, 4, 4, 4, 1}, {2920, 64, 64, 24, 4, 4, 4, 1}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 219 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 220 | const MatMulNativeConfigsMatrix configs_mnkb_fallback_t_nt = { |
| 221 | {3136, 64, 64, 36, 4, 4, 4, 0}, {4096, 48, 32, 36, 4, 4, 4, 0}, {688, 92, 68, 32, 4, 4, 4, 0}, |
| 222 | {24, 464, 412, 24, 4, 4, 4, 0}, {112, 184, 144, 28, 4, 4, 4, 0}, {5776, 64, 32, 36, 4, 4, 4, 0}, |
| 223 | {1568, 64, 40, 36, 4, 4, 4, 0}, {2920, 64, 64, 24, 4, 4, 4, 0}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 224 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 225 | const MatMulNativeConfigsMatrix configs_mnkb_best_t_t = { |
| 226 | {3136, 64, 64, 36, 4, 4, 16, 1}, {4096, 48, 32, 36, 4, 4, 8, 1}, {688, 92, 68, 32, 4, 4, 4, 1}, |
| 227 | {24, 464, 412, 24, 4, 2, 8, 1}, {112, 184, 144, 28, 4, 2, 16, 1}, {5776, 64, 32, 36, 4, 4, 16, 1}, |
| 228 | {1568, 64, 40, 36, 4, 4, 8, 1}, {2920, 64, 64, 24, 4, 4, 16, 1}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 229 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 230 | const MatMulNativeConfigsMatrix configs_mnkb_fallback_t_t = { |
| 231 | {3136, 64, 64, 36, 4, 4, 8, 0}, {4096, 48, 32, 36, 4, 4, 8, 0}, {688, 92, 68, 32, 4, 4, 8, 0}, |
| 232 | {24, 464, 412, 24, 4, 4, 8, 0}, {112, 184, 144, 28, 4, 4, 8, 0}, {5776, 64, 32, 36, 4, 4, 8, 0}, |
| 233 | {1568, 64, 40, 36, 4, 4, 8, 0}, {2920, 64, 64, 24, 4, 4, 8, 0}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 234 | |
| 235 | const bool adj_lhs = info.adj_lhs(); |
| 236 | const bool adj_rhs = info.adj_rhs(); |
| 237 | |
| 238 | const MatMulNativeConfigsMatrix *configs_best_to_use = nullptr; |
| 239 | const MatMulNativeConfigsMatrix *configs_fallback_to_use = nullptr; |
| 240 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 241 | if ((adj_lhs == false) && (adj_rhs == false)) |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 242 | { |
| 243 | configs_best_to_use = &configs_mnkb_best_nt_nt; |
| 244 | configs_fallback_to_use = &configs_mnkb_fallback_nt_nt; |
| 245 | } |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 246 | else if ((adj_lhs == false) && (adj_rhs == true)) |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 247 | { |
| 248 | configs_best_to_use = &configs_mnkb_best_nt_t; |
| 249 | configs_fallback_to_use = &configs_mnkb_fallback_nt_t; |
| 250 | } |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 251 | else if ((adj_lhs == true) && (adj_rhs == false)) |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 252 | { |
| 253 | configs_best_to_use = &configs_mnkb_best_t_nt; |
| 254 | configs_fallback_to_use = &configs_mnkb_fallback_t_nt; |
| 255 | } |
| 256 | else |
| 257 | { |
| 258 | configs_best_to_use = &configs_mnkb_best_t_t; |
| 259 | configs_fallback_to_use = &configs_mnkb_fallback_t_t; |
| 260 | } |
| 261 | |
| 262 | MatMulKernelInfo desc0 = find_info(*configs_best_to_use, adj_lhs, adj_rhs, m, n, k, b); |
| 263 | MatMulKernelInfo desc1 = find_info(*configs_fallback_to_use, adj_lhs, adj_rhs, m, n, k, b); |
| 264 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 265 | return select_info(desc0, desc1, m, n, k, b, DataType::F16, rhs_lock_padding); |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 266 | } |
| 267 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 268 | MatMulKernelInfo ClMatMulNativeDefaultConfigValhall::configure_G710_u8( |
| 269 | unsigned int m, unsigned int n, unsigned int k, unsigned int b, bool rhs_lock_padding, const MatMulInfo &info) |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 270 | { |
| 271 | ARM_COMPUTE_UNUSED(rhs_lock_padding); |
| 272 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 273 | const MatMulNativeConfigsMatrix configs_mnkb_best_nt_nt = { |
| 274 | {3136, 64, 64, 36, 6, 4, 4, 0}, {4096, 48, 32, 36, 6, 4, 4, 0}, {688, 92, 68, 32, 2, 8, 4, 0}, |
| 275 | {24, 464, 412, 24, 4, 4, 4, 0}, {112, 184, 144, 28, 6, 4, 4, 0}, {5776, 64, 32, 36, 6, 4, 4, 0}, |
| 276 | {1568, 64, 40, 36, 6, 4, 4, 0}, {2920, 64, 64, 24, 5, 4, 4, 0}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 277 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 278 | const MatMulNativeConfigsMatrix configs_mnkb_best_nt_t = { |
| 279 | {3136, 64, 64, 36, 4, 4, 16, 0}, {4096, 48, 32, 36, 4, 4, 16, 0}, {688, 92, 68, 32, 4, 4, 16, 0}, |
| 280 | {24, 464, 412, 24, 6, 2, 16, 0}, {112, 184, 144, 28, 4, 4, 16, 0}, {5776, 64, 32, 36, 4, 4, 16, 0}, |
| 281 | {1568, 64, 40, 36, 6, 4, 4, 0}, {2920, 64, 64, 24, 4, 4, 16, 0}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 282 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 283 | const MatMulNativeConfigsMatrix configs_mnkb_best_t_nt = { |
| 284 | {3136, 64, 64, 36, 4, 4, 8, 0}, {4096, 48, 32, 36, 4, 4, 8, 0}, {688, 92, 68, 32, 4, 4, 4, 0}, |
| 285 | {24, 464, 412, 24, 4, 4, 4, 0}, {112, 184, 144, 28, 4, 4, 8, 0}, {5776, 64, 32, 36, 4, 4, 8, 0}, |
| 286 | {1568, 64, 40, 36, 4, 4, 8, 0}, {2920, 64, 64, 24, 4, 4, 8, 0}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 287 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 288 | const MatMulNativeConfigsMatrix configs_mnkb_best_t_t = { |
| 289 | {3136, 64, 64, 36, 4, 2, 16, 0}, {4096, 48, 32, 36, 4, 4, 4, 0}, {688, 92, 68, 32, 4, 4, 8, 0}, |
| 290 | {24, 464, 412, 24, 4, 2, 16, 0}, {112, 184, 144, 28, 4, 2, 16, 0}, {5776, 64, 32, 36, 4, 4, 4, 0}, |
| 291 | {1568, 64, 40, 36, 4, 4, 8, 0}, {2920, 64, 64, 24, 4, 2, 16, 0}}; |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 292 | |
| 293 | const bool adj_lhs = info.adj_lhs(); |
| 294 | const bool adj_rhs = info.adj_rhs(); |
| 295 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 296 | if ((adj_lhs == false) && (adj_rhs == false)) |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 297 | { |
| 298 | return find_info(configs_mnkb_best_nt_nt, adj_lhs, adj_rhs, m, n, k, b); |
| 299 | } |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 300 | else if ((adj_lhs == false) && (adj_rhs == true)) |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 301 | { |
| 302 | return find_info(configs_mnkb_best_nt_t, adj_lhs, adj_rhs, m, n, k, b); |
| 303 | } |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 304 | else if ((adj_lhs == true) && (adj_rhs == false)) |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 305 | { |
| 306 | return find_info(configs_mnkb_best_t_nt, adj_lhs, adj_rhs, m, n, k, b); |
| 307 | } |
| 308 | else |
| 309 | { |
| 310 | return find_info(configs_mnkb_best_t_t, adj_lhs, adj_rhs, m, n, k, b); |
| 311 | } |
| 312 | } |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 313 | } // namespace cl_matmul |
Gian Marco Iodice | 352c07d | 2023-05-03 12:21:38 +0100 | [diff] [blame] | 314 | } // namespace arm_compute |