Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 1 | /* |
Radu Salavat | f1f1f87 | 2024-02-27 18:32:26 +0000 | [diff] [blame^] | 2 | * Copyright (c) 2017-2020, 2022-2024 Arm Limited. |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +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 | */ |
| 24 | #ifdef __aarch64__ |
| 25 | |
| 26 | #include "arm_gemm.hpp" |
| 27 | #include "gemm_common.hpp" |
Georgios Pinitas | 1d48065 | 2019-01-23 11:24:50 +0000 | [diff] [blame] | 28 | #include "gemm_hybrid.hpp" |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 29 | #include "gemm_hybrid_indirect.hpp" |
David Mansell | e39334c | 2018-07-06 17:53:35 +0100 | [diff] [blame] | 30 | #include "gemm_implementation.hpp" |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 31 | #include "gemm_interleaved.hpp" |
| 32 | |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 33 | #include "kernels/a64_gemm_s16_8x12.hpp" |
| 34 | #include "kernels/a64_gemm_s8_8x12.hpp" |
David Mansell | e39334c | 2018-07-06 17:53:35 +0100 | [diff] [blame] | 35 | #include "kernels/a64_gemm_s8_4x4.hpp" |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 36 | #include "kernels/a64_hybrid_s8s32_dot_6x16.hpp" |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 37 | #include "kernels/a64_hybrid_s8s32_mmla_6x16.hpp" |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 38 | #include "kernels/a64_interleaved_s8s32_mmla_8x12.hpp" |
| 39 | #include "kernels/a64_smallK_hybrid_s8s32_dot_6x4.hpp" |
| 40 | #include "kernels/a64_smallK_hybrid_s8s32_dot_8x4.hpp" |
| 41 | |
Viet-Hoa Do | 03b2971 | 2022-06-01 11:47:14 +0100 | [diff] [blame] | 42 | #ifdef ARM_COMPUTE_ENABLE_SVE |
| 43 | #ifdef ARM_COMPUTE_ENABLE_SME2 |
| 44 | #include "kernels/sme2_interleaved_nomerge_s8s32_mopa_1VLx4VL.hpp" |
| 45 | #include "kernels/sme2_interleaved_nomerge_s8s32_mopa_2VLx2VL.hpp" |
| 46 | #include "kernels/sme2_interleaved_nomerge_s8s32_mopa_4VLx1VL.hpp" |
| 47 | #endif // ARM_COMPUTE_ENABLE_SME2 |
| 48 | |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 49 | #include "kernels/sve_hybrid_s8s32_dot_6x4VL.hpp" |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 50 | #include "kernels/sve_hybrid_s8s32_mmla_6x4VL.hpp" |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 51 | #include "kernels/sve_interleaved_s8s32_dot_8x3VL.hpp" |
| 52 | #include "kernels/sve_interleaved_s8s32_mmla_8x3VL.hpp" |
Viet-Hoa Do | 03b2971 | 2022-06-01 11:47:14 +0100 | [diff] [blame] | 53 | #endif // ARM_COMPUTE_ENABLE_SVE |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 54 | |
Anthony Barbier | 5f70773 | 2018-07-03 16:22:02 +0100 | [diff] [blame] | 55 | namespace arm_gemm { |
| 56 | |
Georgios Pinitas | 7cd26d4 | 2019-01-09 18:35:17 +0000 | [diff] [blame] | 57 | static const GemmImplementation<int8_t, int32_t> gemm_s8_methods[] = { |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 58 | #ifdef ARM_COMPUTE_ENABLE_SVE |
Viet-Hoa Do | 03b2971 | 2022-06-01 11:47:14 +0100 | [diff] [blame] | 59 | #ifdef ARM_COMPUTE_ENABLE_SME2 |
| 60 | // SME kernels |
| 61 | { |
| 62 | GemmMethod::GEMM_INTERLEAVED, |
| 63 | "sme2_interleaved_nomerge_s8s32_mopa_1VLx4VL", |
| 64 | [](const GemmArgs &args) { return args._ci->has_sme2(); }, |
| 65 | [](const GemmArgs &args) { const auto VL = sme::get_vector_length<int32_t>(); |
| 66 | return args._Msize <= VL || (2*VL < args._Msize && args._Msize <= 3*VL); }, |
| 67 | [](const GemmArgs &args) { return new GemmInterleavedNoMerge<cls_sme2_interleaved_nomerge_s8s32_mopa_1VLx4VL, int8_t, int32_t>(args); } |
| 68 | }, |
| 69 | { |
| 70 | GemmMethod::GEMM_INTERLEAVED, |
| 71 | "sme2_interleaved_nomerge_s8s32_mopa_4VLx1VL", |
| 72 | [](const GemmArgs &args) { return args._ci->has_sme2(); }, |
| 73 | [](const GemmArgs &args) { const auto VL = sme::get_vector_length<int32_t>(); |
| 74 | return args._Nsize <= VL || (2*VL < args._Nsize && args._Nsize <= 3*VL); }, |
| 75 | [](const GemmArgs &args) { return new GemmInterleavedNoMerge<cls_sme2_interleaved_nomerge_s8s32_mopa_4VLx1VL, int8_t, int32_t>(args); } |
| 76 | }, |
| 77 | { |
| 78 | GemmMethod::GEMM_INTERLEAVED, |
| 79 | "sme2_interleaved_nomerge_s8s32_mopa_2VLx2VL", |
| 80 | [](const GemmArgs &args) { return args._ci->has_sme2(); }, |
| 81 | nullptr, |
| 82 | [](const GemmArgs &args) { return new GemmInterleavedNoMerge<cls_sme2_interleaved_nomerge_s8s32_mopa_2VLx2VL, int8_t, int32_t>(args); } |
| 83 | }, |
| 84 | #endif // ARM_COMPUTE_ENABLE_SME2 |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 85 | GemmImplementation<int8_t, int32_t>::with_estimate( |
| 86 | GemmMethod::GEMM_HYBRID, |
| 87 | "sve_hybrid_s8s32_mmla_6x4VL", |
| 88 | [](const GemmArgs &args) { return args._ci->has_svei8mm(); }, |
| 89 | [](const GemmArgs &args) { return GemmHybridIndirect<cls_sve_hybrid_s8s32_mmla_6x4VL, int8_t, int32_t>::estimate_cycles<int32_t>(args); }, |
| 90 | [](const GemmArgs &args) { return new GemmHybridIndirect<cls_sve_hybrid_s8s32_mmla_6x4VL, int8_t, int32_t>(args); } |
| 91 | ), |
| 92 | GemmImplementation<int8_t, int32_t>::with_estimate( |
Georgios Pinitas | 94672fb | 2020-01-22 18:36:27 +0000 | [diff] [blame] | 93 | GemmMethod::GEMM_INTERLEAVED, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 94 | "sve_interleaved_s8s32_mmla_8x3VL", |
Michalis Spyrou | 20fca52 | 2021-06-07 14:23:57 +0100 | [diff] [blame] | 95 | [](const GemmArgs &args) { return args._ci->has_svei8mm() && (args._Ksize>8); }, |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 96 | [](const GemmArgs &args) { return GemmInterleaved<cls_sve_interleaved_s8s32_mmla_8x3VL, int8_t, int32_t>::estimate_cycles<int32_t>(args); }, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 97 | [](const GemmArgs &args) { return new GemmInterleaved<cls_sve_interleaved_s8s32_mmla_8x3VL, int8_t, int32_t>(args); } |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 98 | ), |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 99 | GemmImplementation<int8_t, int32_t>::with_estimate( |
Georgios Pinitas | cfa2bba | 2019-06-27 17:00:52 +0100 | [diff] [blame] | 100 | GemmMethod::GEMM_HYBRID, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 101 | "sve_hybrid_s8s32_dot_6x4VL", |
Pablo Marquez Tello | a50f193 | 2021-03-08 17:27:05 +0000 | [diff] [blame] | 102 | [](const GemmArgs &args) { return args._ci->has_sve() && args._Ksize>=16; }, |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 103 | [](const GemmArgs &args) { return GemmHybridIndirect<cls_sve_hybrid_s8s32_dot_6x4VL, int8_t, int32_t>::estimate_cycles<int32_t>(args); }, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 104 | [](const GemmArgs &args) { return new GemmHybridIndirect<cls_sve_hybrid_s8s32_dot_6x4VL, int8_t, int32_t>(args); } |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 105 | ), |
| 106 | GemmImplementation<int8_t, int32_t>::with_estimate( |
Georgios Pinitas | 7cd26d4 | 2019-01-09 18:35:17 +0000 | [diff] [blame] | 107 | GemmMethod::GEMM_INTERLEAVED, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 108 | "sve_interleaved_s8s32_dot_8x3VL", |
Pablo Marquez Tello | a50f193 | 2021-03-08 17:27:05 +0000 | [diff] [blame] | 109 | [](const GemmArgs &args) { return args._ci->has_sve() && (args._Ksize>4); }, |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 110 | [](const GemmArgs &args) { return GemmInterleaved<cls_sve_interleaved_s8s32_dot_8x3VL, int8_t, int32_t>::estimate_cycles<int32_t>(args); }, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 111 | [](const GemmArgs &args) { return new GemmInterleaved<cls_sve_interleaved_s8s32_dot_8x3VL, int8_t, int32_t>(args); } |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 112 | ), |
| 113 | #endif // ARM_COMPUTE_ENABLE_SVE |
| 114 | GemmImplementation<int8_t, int32_t>::with_estimate( |
Georgios Pinitas | 94672fb | 2020-01-22 18:36:27 +0000 | [diff] [blame] | 115 | GemmMethod::GEMM_INTERLEAVED, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 116 | "a64_interleaved_s8s32_mmla_8x12", |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 117 | [](const GemmArgs &args) { return args._ci->has_i8mm() && (args._Ksize>8); }, |
| 118 | [](const GemmArgs &args) { return GemmInterleaved<cls_a64_interleaved_s8s32_mmla_8x12, int8_t, int32_t>::estimate_cycles<int32_t>(args); }, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 119 | [](const GemmArgs &args) { return new GemmInterleaved<cls_a64_interleaved_s8s32_mmla_8x12, int8_t, int32_t>(args); } |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 120 | ), |
| 121 | GemmImplementation<int8_t, int32_t>::with_estimate( |
| 122 | GemmMethod::GEMM_HYBRID, |
| 123 | "a64_hybrid_s8s32_mmla_6x16", |
| 124 | [](const GemmArgs &args) { return args._ci->has_i8mm(); }, |
| 125 | [](const GemmArgs &args) { return GemmHybridIndirect<cls_a64_hybrid_s8s32_mmla_6x16, int8_t, int32_t>::estimate_cycles<int32_t>(args); }, |
| 126 | [](const GemmArgs &args) { return new GemmHybridIndirect<cls_a64_hybrid_s8s32_mmla_6x16, int8_t, int32_t>(args); } |
| 127 | ), |
Georgios Pinitas | 7cd26d4 | 2019-01-09 18:35:17 +0000 | [diff] [blame] | 128 | { |
Georgios Pinitas | 1d48065 | 2019-01-23 11:24:50 +0000 | [diff] [blame] | 129 | GemmMethod::GEMM_HYBRID, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 130 | "a64_smallK_hybrid_s8s32_dot_8x4", |
Radu Salavat | f1f1f87 | 2024-02-27 18:32:26 +0000 | [diff] [blame^] | 131 | [](const GemmArgs &args) { return args._ci->has_dotprod() && (args._Nsize % 4 == 0) && (args._Ksize<=32) && !args._indirect_input && !args._accumulate; }, |
Gunes Bayir | e42a87f | 2021-09-13 13:24:38 +0100 | [diff] [blame] | 132 | [](const GemmArgs &args) { return !(args._ci->has_svei8mm() || args._ci->has_i8mm()); }, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 133 | [](const GemmArgs &args) { return new GemmHybrid<cls_a64_smallK_hybrid_s8s32_dot_8x4, int8_t, int32_t>(args); } |
Georgios Pinitas | cfa2bba | 2019-06-27 17:00:52 +0100 | [diff] [blame] | 134 | }, |
| 135 | { |
| 136 | GemmMethod::GEMM_HYBRID, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 137 | "a64_smallK_hybrid_s8s32_dot_6x4", |
Radu Salavat | f1f1f87 | 2024-02-27 18:32:26 +0000 | [diff] [blame^] | 138 | [](const GemmArgs &args) { return args._ci->has_dotprod() && (args._Nsize % 4 == 0) && (args._Ksize>32) && (args._Ksize<=64) && !args._indirect_input && !args._accumulate; }, |
Gunes Bayir | e42a87f | 2021-09-13 13:24:38 +0100 | [diff] [blame] | 139 | [](const GemmArgs &args) { return !(args._ci->has_svei8mm() || args._ci->has_i8mm()); }, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 140 | [](const GemmArgs &args) { return new GemmHybrid<cls_a64_smallK_hybrid_s8s32_dot_6x4, int8_t, int32_t>(args); } |
| 141 | }, |
| 142 | { |
| 143 | GemmMethod::GEMM_INTERLEAVED, |
| 144 | "a64_gemm_s16_8x12", |
| 145 | nullptr, |
Georgios Pinitas | cd22cbf | 2020-12-02 16:06:01 +0000 | [diff] [blame] | 146 | [](const GemmArgs &args) { return args._ci->get_cpu_model() == CPUModel::A53 && ((args._Msize > 28) || ((args._Msize % 8) > 4)); }, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 147 | [](const GemmArgs &args) { return new GemmInterleaved<cls_a64_gemm_s16_8x12, int8_t, int32_t>(args); }, |
Georgios Pinitas | cfa2bba | 2019-06-27 17:00:52 +0100 | [diff] [blame] | 148 | }, |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 149 | GemmImplementation<int8_t, int32_t>::with_estimate( |
| 150 | |
Georgios Pinitas | cfa2bba | 2019-06-27 17:00:52 +0100 | [diff] [blame] | 151 | GemmMethod::GEMM_HYBRID, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 152 | "a64_hybrid_s8s32_dot_6x16", |
| 153 | [](const GemmArgs &args) { return args._ci->has_dotprod(); }, |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 154 | [](const GemmArgs &args) { return GemmHybridIndirect<cls_a64_hybrid_s8s32_dot_6x16, int8_t, int32_t>::estimate_cycles<int32_t>(args); }, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 155 | [](const GemmArgs &args) { return new GemmHybridIndirect<cls_a64_hybrid_s8s32_dot_6x16, int8_t, int32_t>(args); } |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 156 | ), |
| 157 | GemmImplementation<int8_t, int32_t>::with_estimate( |
Georgios Pinitas | 7cd26d4 | 2019-01-09 18:35:17 +0000 | [diff] [blame] | 158 | GemmMethod::GEMM_INTERLEAVED, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 159 | "a64_gemm_s8_8x12", |
Georgios Pinitas | 48b3ef8 | 2019-10-14 19:03:09 +0100 | [diff] [blame] | 160 | [](const GemmArgs &args) { return args._ci->has_dotprod(); }, |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 161 | [](const GemmArgs &args) { return GemmInterleaved<cls_a64_gemm_s8_8x12, int8_t, int32_t>::estimate_cycles<int32_t>(args); }, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 162 | [](const GemmArgs &args) { return new GemmInterleaved<cls_a64_gemm_s8_8x12, int8_t, int32_t>(args); } |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 163 | ), |
| 164 | GemmImplementation<int8_t, int32_t>::with_estimate( |
David Mansell | 9e698d5 | 2020-08-25 15:02:02 +0100 | [diff] [blame] | 165 | GemmMethod::GEMM_INTERLEAVED, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 166 | "a64_gemm_s8_4x4", |
Georgios Pinitas | 7cd26d4 | 2019-01-09 18:35:17 +0000 | [diff] [blame] | 167 | nullptr, |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 168 | [](const GemmArgs &args) { return GemmInterleaved<cls_a64_gemm_s8_4x4, int8_t, int32_t>::estimate_cycles<int32_t>(args); }, |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 169 | [](const GemmArgs &args) { return new GemmInterleaved<cls_a64_gemm_s8_4x4, int8_t, int32_t>(args); } |
Georgios Pinitas | 4ee8b15 | 2021-07-16 16:16:43 +0100 | [diff] [blame] | 170 | ), |
| 171 | |
Georgios Pinitas | 7cd26d4 | 2019-01-09 18:35:17 +0000 | [diff] [blame] | 172 | { |
| 173 | GemmMethod::DEFAULT, |
| 174 | "", |
| 175 | nullptr, |
| 176 | nullptr, |
| 177 | nullptr |
| 178 | } |
David Mansell | e39334c | 2018-07-06 17:53:35 +0100 | [diff] [blame] | 179 | }; |
| 180 | |
| 181 | template<> |
Georgios Pinitas | 7cd26d4 | 2019-01-09 18:35:17 +0000 | [diff] [blame] | 182 | const GemmImplementation<int8_t, int32_t> *gemm_implementation_list<int8_t, int32_t>() { |
David Mansell | e39334c | 2018-07-06 17:53:35 +0100 | [diff] [blame] | 183 | return gemm_s8_methods; |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 184 | } |
| 185 | |
David Mansell | e39334c | 2018-07-06 17:53:35 +0100 | [diff] [blame] | 186 | /* Explicitly instantiate the external functions for these types. */ |
Georgios Pinitas | 48b3ef8 | 2019-10-14 19:03:09 +0100 | [diff] [blame] | 187 | template UniqueGemmCommon<int8_t, int32_t> gemm<int8_t, int32_t, Nothing>(const GemmArgs &args, const Nothing &); |
Francesco Petrogalli | 553f695 | 2022-06-30 10:22:01 +0000 | [diff] [blame] | 188 | template bool has_opt_gemm<int8_t, int32_t, Nothing>(WeightFormat &weight_format, const GemmArgs &args, const Nothing &); |
Michael Tyler | 74921ee | 2023-04-12 17:43:17 +0100 | [diff] [blame] | 189 | template KernelDescription get_gemm_method<int8_t, int32_t, Nothing>(const GemmArgs &args, const Nothing &); |
Georgios Pinitas | 48b3ef8 | 2019-10-14 19:03:09 +0100 | [diff] [blame] | 190 | template std::vector<KernelDescription> get_compatible_kernels<int8_t, int32_t, Nothing> (const GemmArgs &args, const Nothing &); |
David Mansell | e39334c | 2018-07-06 17:53:35 +0100 | [diff] [blame] | 191 | |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 192 | } // namespace arm_gemm |
| 193 | |
Georgios Pinitas | cfa2bba | 2019-06-27 17:00:52 +0100 | [diff] [blame] | 194 | #endif // __aarch64__ |