Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2017-2018 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 | */ |
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" |
| 31 | #include "gemm_interleaved.hpp" |
| 32 | |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 33 | #include "kernels/a64_hgemm_24x8.hpp" |
| 34 | #include "kernels/a64_sgemm_12x8.hpp" |
Anthony Barbier | 5f70773 | 2018-07-03 16:22:02 +0100 | [diff] [blame^] | 35 | #include "kernels/a32_sgemm_8x6.hpp" |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 36 | |
Anthony Barbier | 5f70773 | 2018-07-03 16:22:02 +0100 | [diff] [blame^] | 37 | namespace arm_gemm { |
| 38 | |
| 39 | template<> |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 40 | UniqueGemmCommon<__fp16, __fp16> gemm(const CPUInfo &ci, const unsigned int M, const unsigned int N, const unsigned int K, |
Michalis Spyrou | e7e96e0 | 2018-04-13 13:44:10 +0100 | [diff] [blame] | 41 | const unsigned int nbatches, const unsigned int nmulti, |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 42 | const bool trA, const bool trB, const __fp16 alpha, const __fp16 beta, |
Anthony Barbier | 5f70773 | 2018-07-03 16:22:02 +0100 | [diff] [blame^] | 43 | const int maxthreads, const bool pretransposed_hint) { |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 44 | #ifdef __aarch64__ |
Pablo Tello | 99ef840 | 2018-03-20 16:46:55 +0000 | [diff] [blame] | 45 | |
Anthony Barbier | 5f70773 | 2018-07-03 16:22:02 +0100 | [diff] [blame^] | 46 | // Only consider the native FP16 kernel if it will get built. |
Pablo Tello | 99ef840 | 2018-03-20 16:46:55 +0000 | [diff] [blame] | 47 | #if defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) || defined(FP16_KERNELS) |
| 48 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 49 | // If the compiler is configured to enable this feature always, then assume it is available at runtime too. |
Anthony Barbier | 5f70773 | 2018-07-03 16:22:02 +0100 | [diff] [blame^] | 50 | const bool use_fp16=true; |
Pablo Tello | 99ef840 | 2018-03-20 16:46:55 +0000 | [diff] [blame] | 51 | #else |
| 52 | // Otherwise, detect at runtime via CPUInfo. |
Anthony Barbier | 5f70773 | 2018-07-03 16:22:02 +0100 | [diff] [blame^] | 53 | const bool use_fp16=ci.has_fp16(); |
Pablo Tello | 99ef840 | 2018-03-20 16:46:55 +0000 | [diff] [blame] | 54 | #endif |
| 55 | |
| 56 | // If FP16 is supported, use it. |
Anthony Barbier | 5f70773 | 2018-07-03 16:22:02 +0100 | [diff] [blame^] | 57 | if (use_fp16) { |
Michalis Spyrou | e7e96e0 | 2018-04-13 13:44:10 +0100 | [diff] [blame] | 58 | return UniqueGemmCommon<__fp16, __fp16>(new GemmInterleaved<hgemm_24x8, __fp16, __fp16>(&ci, M, N, K, nbatches, nmulti, trA, trB, alpha, beta, maxthreads, pretransposed_hint)); |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 59 | } |
Pablo Tello | 99ef840 | 2018-03-20 16:46:55 +0000 | [diff] [blame] | 60 | #endif |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 61 | |
Pablo Tello | 99ef840 | 2018-03-20 16:46:55 +0000 | [diff] [blame] | 62 | // Fallback to using the blocked SGEMM kernel. |
Michalis Spyrou | e7e96e0 | 2018-04-13 13:44:10 +0100 | [diff] [blame] | 63 | return UniqueGemmCommon<__fp16, __fp16>(new GemmInterleaved<sgemm_12x8, __fp16, __fp16>(&ci, M, N, K, nbatches, nmulti, trA, trB, alpha, beta, maxthreads, pretransposed_hint)); |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 64 | #else |
Pablo Tello | 99ef840 | 2018-03-20 16:46:55 +0000 | [diff] [blame] | 65 | // For AArch32, only support the SGEMM route for now. |
Michalis Spyrou | e7e96e0 | 2018-04-13 13:44:10 +0100 | [diff] [blame] | 66 | return UniqueGemmCommon<__fp16, __fp16>(new GemmInterleaved<sgemm_8x6, __fp16, __fp16>(&ci, M, N, K, nbatches, nmulti, trA, trB, alpha, beta, maxthreads, pretransposed_hint)); |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 67 | #endif |
| 68 | } |
| 69 | |
Pablo Tello | 99ef840 | 2018-03-20 16:46:55 +0000 | [diff] [blame] | 70 | // Instantiate static class members if necessary. |
| 71 | #if defined(__aarch64__) && (defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) || defined(FP16_KERNELS)) |
Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame] | 72 | const int hgemm_24x8::out_width; |
| 73 | const int hgemm_24x8::out_height; |
| 74 | #endif |
| 75 | |
| 76 | } // namespace arm_gemm |
| 77 | |
Pablo Tello | 99ef840 | 2018-03-20 16:46:55 +0000 | [diff] [blame] | 78 | #endif // __ARM_FP16_ARGS |