Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 1 | /* |
Georgios Pinitas | 7cd26d4 | 2019-01-09 18:35:17 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2019 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 | */ |
Pablo Tello | 99ef840 | 2018-03-20 16:46:55 +0000 | [diff] [blame] | 24 | |
| 25 | // This can only be built if the target/compiler supports FP16 arguments. |
| 26 | #ifdef __ARM_FP16_ARGS |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 27 | |
| 28 | #include "arm_gemm.hpp" |
| 29 | |
| 30 | #include "gemm_common.hpp" |
Georgios Pinitas | 1461383 | 2019-03-01 19:07:11 +0000 | [diff] [blame] | 31 | #include "gemm_hybrid.hpp" |
David Mansell | e39334c | 2018-07-06 17:53:35 +0100 | [diff] [blame] | 32 | #include "gemm_implementation.hpp" |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 33 | #include "gemm_interleaved.hpp" |
Georgios Pinitas | 1461383 | 2019-03-01 19:07:11 +0000 | [diff] [blame] | 34 | #include "gemm_native.hpp" |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 35 | |
Georgios Pinitas | 1461383 | 2019-03-01 19:07:11 +0000 | [diff] [blame] | 36 | #include "kernels/a32_sgemm_8x6.hpp" |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 37 | #include "kernels/a64_hgemm_24x8.hpp" |
| 38 | #include "kernels/a64_sgemm_12x8.hpp" |
Georgios Pinitas | 1461383 | 2019-03-01 19:07:11 +0000 | [diff] [blame] | 39 | #include "kernels/sve_hybrid_fp16_mla_4VLx4.hpp" |
Georgios Pinitas | 421405b | 2018-10-26 19:05:32 +0100 | [diff] [blame] | 40 | #include "kernels/sve_interleaved_fp16_mla_3VLx8.hpp" |
Georgios Pinitas | 1461383 | 2019-03-01 19:07:11 +0000 | [diff] [blame] | 41 | #include "kernels/sve_native_fp16_mla_4VLx4.hpp" |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 42 | |
Anthony Barbier | 5f70773 | 2018-07-03 16:22:02 +0100 | [diff] [blame] | 43 | namespace arm_gemm { |
| 44 | |
Georgios Pinitas | 7cd26d4 | 2019-01-09 18:35:17 +0000 | [diff] [blame] | 45 | static const GemmImplementation<__fp16, __fp16> gemm_fp16_methods[] = { |
| 46 | #if defined(__ARM_FEATURE_SVE) |
| 47 | { |
Georgios Pinitas | 1461383 | 2019-03-01 19:07:11 +0000 | [diff] [blame] | 48 | GemmMethod::GEMM_HYBRID, |
| 49 | "hybrid_fp16_mla_4VLx4", |
Georgios Pinitas | 48b3ef8 | 2019-10-14 19:03:09 +0100 | [diff] [blame] | 50 | [](const GemmArgs &args) { return (args._Ksize >= 8) && !args._trA && args._pretransposed_hint; }, |
| 51 | [](const GemmArgs &args) { return ((args._Ksize <= 256) && (args._Nsize <= 256)) || ((args._nmulti > 1) && ((args._Msize / args._maxthreads) < 8)); }, |
| 52 | [](const GemmArgs &args) { return new GemmHybrid<hybrid_fp16_mla_4VLx4, __fp16, __fp16>(args); } |
Georgios Pinitas | 1461383 | 2019-03-01 19:07:11 +0000 | [diff] [blame] | 53 | }, |
| 54 | { |
| 55 | GemmMethod::GEMM_NATIVE, |
| 56 | "native_fp16_mla_4VLx4", |
Georgios Pinitas | 48b3ef8 | 2019-10-14 19:03:09 +0100 | [diff] [blame] | 57 | [](const GemmArgs &args) { return (args._Ksize >= 8 && !args._trA && !args._trB); }, |
| 58 | [](const GemmArgs &args) { return ((args._Ksize <= 128) && (args._Nsize <= 128)) || ((args._nmulti > 1) && ((args._Msize / args._maxthreads) < 8)); }, |
| 59 | [](const GemmArgs &args) { return new GemmNative<native_fp16_mla_4VLx4, __fp16, __fp16>(args); } |
Georgios Pinitas | 1461383 | 2019-03-01 19:07:11 +0000 | [diff] [blame] | 60 | }, |
| 61 | { |
Georgios Pinitas | 7cd26d4 | 2019-01-09 18:35:17 +0000 | [diff] [blame] | 62 | GemmMethod::GEMM_INTERLEAVED, |
| 63 | "interleaved_fp16_mla_3VLx8", |
Georgios Pinitas | 48b3ef8 | 2019-10-14 19:03:09 +0100 | [diff] [blame] | 64 | [](const GemmArgs &args) { return (args._Ksize > 4); }, |
Georgios Pinitas | 1461383 | 2019-03-01 19:07:11 +0000 | [diff] [blame] | 65 | nullptr, |
Georgios Pinitas | 48b3ef8 | 2019-10-14 19:03:09 +0100 | [diff] [blame] | 66 | [](const GemmArgs &args) { return new GemmInterleaved<interleaved_fp16_mla_3VLx8, __fp16, __fp16>(args); } |
Georgios Pinitas | 7cd26d4 | 2019-01-09 18:35:17 +0000 | [diff] [blame] | 67 | }, |
| 68 | #endif |
Georgios Pinitas | 1461383 | 2019-03-01 19:07:11 +0000 | [diff] [blame] | 69 | |
Georgios Pinitas | 7cd26d4 | 2019-01-09 18:35:17 +0000 | [diff] [blame] | 70 | #if defined(__aarch64__) && (defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) || defined(FP16_KERNELS)) |
| 71 | { |
| 72 | GemmMethod::GEMM_INTERLEAVED, |
| 73 | "hgemm_24x8", |
David Mansell | e39334c | 2018-07-06 17:53:35 +0100 | [diff] [blame] | 74 | #ifndef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Georgios Pinitas | 48b3ef8 | 2019-10-14 19:03:09 +0100 | [diff] [blame] | 75 | [](const GemmArgs &args) { return args._ci->has_fp16(); }, |
David Mansell | e39334c | 2018-07-06 17:53:35 +0100 | [diff] [blame] | 76 | #else |
Georgios Pinitas | 1461383 | 2019-03-01 19:07:11 +0000 | [diff] [blame] | 77 | nullptr, |
David Mansell | e39334c | 2018-07-06 17:53:35 +0100 | [diff] [blame] | 78 | #endif |
Georgios Pinitas | 1461383 | 2019-03-01 19:07:11 +0000 | [diff] [blame] | 79 | nullptr, |
Georgios Pinitas | 48b3ef8 | 2019-10-14 19:03:09 +0100 | [diff] [blame] | 80 | [](const GemmArgs &args) { return new GemmInterleaved<hgemm_24x8, __fp16, __fp16>(args); } |
Georgios Pinitas | 7cd26d4 | 2019-01-09 18:35:17 +0000 | [diff] [blame] | 81 | }, |
Georgios Pinitas | 48b3ef8 | 2019-10-14 19:03:09 +0100 | [diff] [blame] | 82 | #endif // aarch64 && FP16 |
Georgios Pinitas | 1461383 | 2019-03-01 19:07:11 +0000 | [diff] [blame] | 83 | #ifdef __aarch64__ |
| 84 | { |
| 85 | GemmMethod::GEMM_INTERLEAVED, |
| 86 | "sgemm_12x8", |
| 87 | nullptr, |
| 88 | nullptr, |
Georgios Pinitas | 48b3ef8 | 2019-10-14 19:03:09 +0100 | [diff] [blame] | 89 | [](const GemmArgs &args) { return new GemmInterleaved<sgemm_12x8, __fp16, __fp16>(args); } |
Georgios Pinitas | 1461383 | 2019-03-01 19:07:11 +0000 | [diff] [blame] | 90 | }, |
| 91 | #elif defined(__arm__) |
Georgios Pinitas | a41c54b | 2019-01-30 18:16:43 +0000 | [diff] [blame] | 92 | { |
| 93 | GemmMethod::GEMM_INTERLEAVED, |
| 94 | "sgemm_8x6", |
Georgios Pinitas | 1461383 | 2019-03-01 19:07:11 +0000 | [diff] [blame] | 95 | nullptr, |
| 96 | nullptr, |
Georgios Pinitas | 48b3ef8 | 2019-10-14 19:03:09 +0100 | [diff] [blame] | 97 | [](const GemmArgs &args) { return new GemmInterleaved<sgemm_8x6, __fp16, __fp16>(args); } |
Georgios Pinitas | a41c54b | 2019-01-30 18:16:43 +0000 | [diff] [blame] | 98 | }, |
Georgios Pinitas | 1461383 | 2019-03-01 19:07:11 +0000 | [diff] [blame] | 99 | #else // not AArch64 or AArch32 |
| 100 | # error Unknown Architecture |
Georgios Pinitas | a41c54b | 2019-01-30 18:16:43 +0000 | [diff] [blame] | 101 | #endif |
Georgios Pinitas | 7cd26d4 | 2019-01-09 18:35:17 +0000 | [diff] [blame] | 102 | { |
| 103 | GemmMethod::DEFAULT, |
| 104 | "", |
| 105 | nullptr, |
| 106 | nullptr, |
| 107 | nullptr, |
| 108 | } |
David Mansell | e39334c | 2018-07-06 17:53:35 +0100 | [diff] [blame] | 109 | }; |
| 110 | |
| 111 | template<> |
Georgios Pinitas | 7cd26d4 | 2019-01-09 18:35:17 +0000 | [diff] [blame] | 112 | const GemmImplementation<__fp16, __fp16> *gemm_implementation_list<__fp16, __fp16>() { |
David Mansell | e39334c | 2018-07-06 17:53:35 +0100 | [diff] [blame] | 113 | return gemm_fp16_methods; |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 114 | } |
| 115 | |
David Mansell | e39334c | 2018-07-06 17:53:35 +0100 | [diff] [blame] | 116 | /* Explicitly instantiate the external functions for these types. */ |
Georgios Pinitas | 48b3ef8 | 2019-10-14 19:03:09 +0100 | [diff] [blame] | 117 | template UniqueGemmCommon<__fp16, __fp16> gemm<__fp16, __fp16, Nothing>(const GemmArgs &args, const Nothing &); |
| 118 | template KernelDescription get_gemm_method<__fp16, __fp16, Nothing>(const GemmArgs &args, const Nothing &); |
| 119 | template std::vector<KernelDescription> get_compatible_kernels<__fp16, __fp16, Nothing>(const GemmArgs &args, const Nothing &); |
David Mansell | e39334c | 2018-07-06 17:53:35 +0100 | [diff] [blame] | 120 | |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 121 | } // namespace arm_gemm |
| 122 | |
Georgios Pinitas | 1461383 | 2019-03-01 19:07:11 +0000 | [diff] [blame] | 123 | #endif // __ARM_FP16_ARGS |