XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1 | // Copyright (c) Facebook, Inc. and its affiliates. |
| 2 | // All rights reserved. |
| 3 | // |
| 4 | // Copyright 2019 Google LLC |
| 5 | // |
| 6 | // This source code is licensed under the BSD-style license found in the |
| 7 | // LICENSE file in the root directory of this source tree. |
| 8 | |
| 9 | #include <algorithm> |
| 10 | #include <cfloat> |
| 11 | #include <chrono> |
| 12 | #include <cmath> |
| 13 | #include <functional> |
| 14 | #include <mutex> |
| 15 | #include <random> |
| 16 | #include <vector> |
| 17 | |
Frank Barchard | bb4c18b | 2019-09-30 11:05:52 -0700 | [diff] [blame] | 18 | #include <benchmark/benchmark.h> |
Marat Dukhan | 33f0c7a | 2019-10-01 13:33:08 -0700 | [diff] [blame] | 19 | #ifdef BENCHMARK_RUY |
Benoit Jacob | b038fdc | 2020-03-25 12:14:20 -0700 | [diff] [blame] | 20 | #include "ruy/ruy.h" |
Marat Dukhan | 33f0c7a | 2019-10-01 13:33:08 -0700 | [diff] [blame] | 21 | #endif // BENCHMARK_RUY |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 22 | #include "bench/gemm.h" |
Frank Barchard | bb4c18b | 2019-09-30 11:05:52 -0700 | [diff] [blame] | 23 | #include "bench/utils.h" |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 24 | #include <xnnpack/AlignedAllocator.h> |
Zhi An Ng | 25764d8 | 2022-01-07 11:27:36 -0800 | [diff] [blame] | 25 | #include <xnnpack/allocator.h> |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 26 | #include <xnnpack/common.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 27 | #include <xnnpack/gemm.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 28 | #include <xnnpack/pack.h> |
Frank Barchard | bb4c18b | 2019-09-30 11:05:52 -0700 | [diff] [blame] | 29 | #include <xnnpack/packx.h> |
Marat Dukhan | eeaa7bd | 2019-10-25 17:31:25 -0700 | [diff] [blame] | 30 | #include <xnnpack/params-init.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 31 | #include <xnnpack/params.h> |
| 32 | #include <xnnpack/ppmm.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 33 | |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 34 | |
| 35 | static void GEMMBenchmark(benchmark::State& state, |
Marat Dukhan | de06f49 | 2020-04-09 00:19:31 -0700 | [diff] [blame] | 36 | xnn_f32_gemm_minmax_ukernel_function gemm, |
Marat Dukhan | c8466f5 | 2019-11-25 18:01:10 -0800 | [diff] [blame] | 37 | size_t mr, size_t nr, size_t kr, size_t sr, |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 38 | xnn_init_f32_minmax_params_fn init_params, |
Marat Dukhan | c8466f5 | 2019-11-25 18:01:10 -0800 | [diff] [blame] | 39 | benchmark::utils::IsaCheckFunction isa_check = nullptr) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 40 | { |
Marat Dukhan | c8466f5 | 2019-11-25 18:01:10 -0800 | [diff] [blame] | 41 | if (isa_check && !isa_check(state)) { |
| 42 | return; |
| 43 | } |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 44 | |
| 45 | const size_t mc = state.range(0); |
| 46 | const size_t nc = state.range(1); |
| 47 | const size_t kc = state.range(2); |
| 48 | |
Marat Dukhan | 4232323 | 2019-10-23 02:09:02 -0700 | [diff] [blame] | 49 | const size_t nc_stride = benchmark::utils::RoundUp(nc, nr); |
Marat Dukhan | fbd67a7 | 2022-01-31 18:03:50 -0800 | [diff] [blame] | 50 | const size_t kc_stride = benchmark::utils::RoundUp(kc, kr * sr); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 51 | |
| 52 | std::random_device random_device; |
| 53 | auto rng = std::mt19937(random_device()); |
Marat Dukhan | 44f0ca7 | 2020-08-02 21:46:58 -0700 | [diff] [blame] | 54 | auto f32rng = std::bind(std::uniform_real_distribution<float>(), std::ref(rng)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 55 | |
| 56 | std::vector<float> a(mc * kc); |
| 57 | std::generate(a.begin(), a.end(), std::ref(f32rng)); |
| 58 | std::vector<float> k(nc * kc); |
| 59 | std::generate(k.begin(), k.end(), std::ref(f32rng)); |
| 60 | std::vector<float> b(nc); |
| 61 | std::generate(b.begin(), b.end(), std::ref(f32rng)); |
| 62 | |
| 63 | const size_t w_elements = nc_stride * kc_stride + nc_stride; |
| 64 | const size_t c_elements = mc * nc; |
| 65 | const size_t num_buffers = 1 + |
Marat Dukhan | 4232323 | 2019-10-23 02:09:02 -0700 | [diff] [blame] | 66 | benchmark::utils::DivideRoundUp<size_t>(benchmark::utils::GetMaxCacheSize(), |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 67 | sizeof(float) * (w_elements + c_elements)); |
| 68 | |
Marat Dukhan | e13e639 | 2021-07-26 22:22:35 -0700 | [diff] [blame] | 69 | std::vector<float, AlignedAllocator<float, 64>> w(w_elements * num_buffers); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 70 | std::fill(w.begin(), w.end(), 0.0f); |
Marat Dukhan | 0b04374 | 2021-06-02 18:29:11 -0700 | [diff] [blame] | 71 | xnn_pack_f32_gemm_goi_w(1 /* groups */, nc, kc, nr, kr, sr, k.data(), b.data(), w.data(), 0, nullptr); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 72 | std::vector<float> c(c_elements * num_buffers); |
| 73 | std::fill(c.begin(), c.end(), std::nanf("")); |
| 74 | |
Marat Dukhan | f56f4c4 | 2021-05-17 01:47:20 -0700 | [diff] [blame] | 75 | xnn_f32_minmax_params params; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 76 | init_params(¶ms, |
| 77 | -std::numeric_limits<float>::infinity(), +std::numeric_limits<float>::infinity()); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 78 | |
| 79 | size_t buffer_index = 0; |
| 80 | for (auto _ : state) { |
| 81 | // Use circular buffers (exceeding cache size) and prefetch to control cache state: |
| 82 | // - A is always in L1 cache (if fits, otherwise L2, L3, etc) |
| 83 | // - W is not in cache (for any cache level) |
| 84 | // - C is not in cache (for any cache level) |
| 85 | state.PauseTiming(); |
Marat Dukhan | 4232323 | 2019-10-23 02:09:02 -0700 | [diff] [blame] | 86 | benchmark::utils::PrefetchToL1(a.data(), a.size() * sizeof(float)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 87 | buffer_index = (buffer_index + 1) % num_buffers; |
| 88 | state.ResumeTiming(); |
| 89 | |
| 90 | for (uint32_t m = 0; m < mc; m += mr) { |
| 91 | const uint32_t mb = min(mc - m, mr); |
| 92 | gemm( |
| 93 | mb, nc, kc * sizeof(float), |
| 94 | a.data() + m * kc, kc * sizeof(float), |
| 95 | w.data() + buffer_index * nc_stride * (kc_stride + 1), |
| 96 | c.data() + (buffer_index * mc + m) * nc, nc * sizeof(float), nr * sizeof(float), |
Frank Barchard | e70dbeb | 2020-05-01 15:46:41 -0700 | [diff] [blame] | 97 | ¶ms); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 98 | } |
| 99 | } |
| 100 | |
Marat Dukhan | d713e8a | 2020-12-04 14:23:12 -0800 | [diff] [blame] | 101 | const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency(); |
| 102 | if (cpu_frequency != 0) { |
| 103 | state.counters["cpufreq"] = cpu_frequency; |
| 104 | } |
| 105 | |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 106 | state.counters["FLOPS"] = benchmark::Counter( |
| 107 | uint64_t(state.iterations()) * 2 * mc * nc * kc, benchmark::Counter::kIsRate); |
| 108 | } |
| 109 | |
| 110 | static void PPMM1PBenchmark(benchmark::State& state, |
Marat Dukhan | de06f49 | 2020-04-09 00:19:31 -0700 | [diff] [blame] | 111 | xnn_f32_ppmm_minmax_ukernel_function ppmm, |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 112 | xnn_x32_packx_ukernel_function packx, |
Marat Dukhan | c8466f5 | 2019-11-25 18:01:10 -0800 | [diff] [blame] | 113 | size_t mr, size_t nr, |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 114 | xnn_init_f32_minmax_params_fn init_params, |
Marat Dukhan | c8466f5 | 2019-11-25 18:01:10 -0800 | [diff] [blame] | 115 | benchmark::utils::IsaCheckFunction isa_check = nullptr) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 116 | { |
Marat Dukhan | c8466f5 | 2019-11-25 18:01:10 -0800 | [diff] [blame] | 117 | if (isa_check && !isa_check(state)) { |
| 118 | return; |
| 119 | } |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 120 | |
| 121 | const size_t mc = state.range(0); |
| 122 | const size_t nc = state.range(1); |
| 123 | const size_t kc = state.range(2); |
| 124 | |
Marat Dukhan | 4232323 | 2019-10-23 02:09:02 -0700 | [diff] [blame] | 125 | const size_t nc_stride = benchmark::utils::RoundUp(nc, nr); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 126 | |
| 127 | std::random_device random_device; |
| 128 | auto rng = std::mt19937(random_device()); |
Marat Dukhan | 44f0ca7 | 2020-08-02 21:46:58 -0700 | [diff] [blame] | 129 | auto f32rng = std::bind(std::uniform_real_distribution<float>(), std::ref(rng)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 130 | |
| 131 | std::vector<float> a(mc * kc); |
| 132 | std::generate(a.begin(), a.end(), std::ref(f32rng)); |
| 133 | std::vector<float> k(nc * kc); |
| 134 | std::generate(k.begin(), k.end(), std::ref(f32rng)); |
| 135 | std::vector<float> b(nc); |
| 136 | std::generate(b.begin(), b.end(), std::ref(f32rng)); |
| 137 | |
Marat Dukhan | e13e639 | 2021-07-26 22:22:35 -0700 | [diff] [blame] | 138 | std::vector<uint32_t, AlignedAllocator<uint32_t, 64>> t(mr * kc); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 139 | |
| 140 | const size_t w_elements = nc_stride * kc + nc_stride; |
| 141 | const size_t c_elements = mc * nc; |
| 142 | const size_t num_buffers = 1 + |
Marat Dukhan | 4232323 | 2019-10-23 02:09:02 -0700 | [diff] [blame] | 143 | benchmark::utils::DivideRoundUp<size_t>(benchmark::utils::GetMaxCacheSize(), |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 144 | sizeof(float) * (w_elements + c_elements)); |
| 145 | |
Marat Dukhan | e13e639 | 2021-07-26 22:22:35 -0700 | [diff] [blame] | 146 | std::vector<float, AlignedAllocator<float, 64>> w(w_elements * num_buffers); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 147 | std::fill(w.begin(), w.end(), 0.0f); |
Marat Dukhan | 0b04374 | 2021-06-02 18:29:11 -0700 | [diff] [blame] | 148 | xnn_pack_f32_gemm_goi_w(1 /* groups */, nc, kc, nr, 1 /* kr */, 1 /* sr */, k.data(), b.data(), w.data(), 0, nullptr); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 149 | std::vector<float> c(c_elements * num_buffers); |
| 150 | std::fill(c.begin(), c.end(), std::nanf("")); |
| 151 | |
Marat Dukhan | f56f4c4 | 2021-05-17 01:47:20 -0700 | [diff] [blame] | 152 | xnn_f32_minmax_params params; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 153 | init_params(¶ms, |
| 154 | -std::numeric_limits<float>::infinity(), +std::numeric_limits<float>::infinity()); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 155 | |
| 156 | size_t buffer_index = 0; |
| 157 | for (auto _ : state) { |
| 158 | // Use circular buffers (exceeding cache size) and prefetch to control cache state: |
| 159 | // - A is always in L1 cache (if fits, otherwise L2, L3, etc) |
| 160 | // - W is not in cache (for any cache level) |
| 161 | // - C is not in cache (for any cache level) |
| 162 | state.PauseTiming(); |
Marat Dukhan | 4232323 | 2019-10-23 02:09:02 -0700 | [diff] [blame] | 163 | benchmark::utils::PrefetchToL1(a.data(), a.size() * sizeof(float)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 164 | buffer_index = (buffer_index + 1) % num_buffers; |
| 165 | state.ResumeTiming(); |
| 166 | |
| 167 | for (uint32_t m = 0; m < mc; m += mr) { |
| 168 | const uint32_t mb = min(mc - m, mr); |
| 169 | packx(mb, kc, reinterpret_cast<const uint32_t*>(a.data() + m * kc), kc, t.data()); |
| 170 | ppmm( |
| 171 | mb, nc, kc * sizeof(float), |
| 172 | reinterpret_cast<const float*>(t.data()), |
| 173 | w.data() + nc_stride * buffer_index * (kc + 1), |
| 174 | c.data() + (mc * buffer_index + m) * nc, nc * sizeof(float), nr * sizeof(float), |
Frank Barchard | e70dbeb | 2020-05-01 15:46:41 -0700 | [diff] [blame] | 175 | ¶ms); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 176 | } |
| 177 | } |
| 178 | |
Marat Dukhan | d713e8a | 2020-12-04 14:23:12 -0800 | [diff] [blame] | 179 | const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency(); |
| 180 | if (cpu_frequency != 0) { |
| 181 | state.counters["cpufreq"] = cpu_frequency; |
| 182 | } |
| 183 | |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 184 | state.counters["FLOPS"] = benchmark::Counter( |
| 185 | uint64_t(state.iterations()) * 2 * mc * nc * kc, benchmark::Counter::kIsRate); |
| 186 | } |
| 187 | |
| 188 | static void PPMM2PBenchmark(benchmark::State& state, |
Marat Dukhan | de06f49 | 2020-04-09 00:19:31 -0700 | [diff] [blame] | 189 | xnn_f32_ppmm_minmax_ukernel_function ppmm, |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 190 | xnn_x32_packx_ukernel_function packx, |
Marat Dukhan | c8466f5 | 2019-11-25 18:01:10 -0800 | [diff] [blame] | 191 | size_t mr, size_t nr, |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 192 | xnn_init_f32_minmax_params_fn init_params, |
Marat Dukhan | c8466f5 | 2019-11-25 18:01:10 -0800 | [diff] [blame] | 193 | benchmark::utils::IsaCheckFunction isa_check = nullptr) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 194 | { |
Marat Dukhan | c8466f5 | 2019-11-25 18:01:10 -0800 | [diff] [blame] | 195 | if (isa_check && !isa_check(state)) { |
| 196 | return; |
| 197 | } |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 198 | |
| 199 | const size_t mc = state.range(0); |
| 200 | const size_t nc = state.range(1); |
| 201 | const size_t kc = state.range(2); |
| 202 | |
Marat Dukhan | 4232323 | 2019-10-23 02:09:02 -0700 | [diff] [blame] | 203 | const size_t mc_stride = benchmark::utils::RoundUp(mc, mr); |
| 204 | const size_t nc_stride = benchmark::utils::RoundUp(nc, nr); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 205 | |
| 206 | std::random_device random_device; |
| 207 | auto rng = std::mt19937(random_device()); |
Marat Dukhan | 44f0ca7 | 2020-08-02 21:46:58 -0700 | [diff] [blame] | 208 | auto f32rng = std::bind(std::uniform_real_distribution<float>(), std::ref(rng)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 209 | |
| 210 | std::vector<float> a(mc * kc); |
| 211 | std::generate(a.begin(), a.end(), std::ref(f32rng)); |
| 212 | std::vector<float> k(nc * kc); |
| 213 | std::generate(k.begin(), k.end(), std::ref(f32rng)); |
| 214 | std::vector<float> b(nc); |
| 215 | std::generate(b.begin(), b.end(), std::ref(f32rng)); |
| 216 | |
Marat Dukhan | e13e639 | 2021-07-26 22:22:35 -0700 | [diff] [blame] | 217 | std::vector<uint32_t, AlignedAllocator<uint32_t, 64>> t(mc_stride * kc); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 218 | |
| 219 | const size_t w_elements = nc_stride * kc + nc_stride; |
| 220 | const size_t c_elements = mc * nc; |
| 221 | const size_t num_buffers = 1 + |
Marat Dukhan | 4232323 | 2019-10-23 02:09:02 -0700 | [diff] [blame] | 222 | benchmark::utils::DivideRoundUp<size_t>(benchmark::utils::GetMaxCacheSize(), |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 223 | sizeof(float) * (w_elements + c_elements)); |
| 224 | |
Marat Dukhan | e13e639 | 2021-07-26 22:22:35 -0700 | [diff] [blame] | 225 | std::vector<float, AlignedAllocator<float, 64>> w(w_elements * num_buffers); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 226 | std::fill(w.begin(), w.end(), 0.0f); |
Marat Dukhan | 0b04374 | 2021-06-02 18:29:11 -0700 | [diff] [blame] | 227 | xnn_pack_f32_gemm_goi_w(1 /* groups */, nc, kc, nr, 1 /* kr */, 1 /* sr */, k.data(), b.data(), w.data(), 0, nullptr); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 228 | std::vector<float> c(c_elements * num_buffers); |
| 229 | std::fill(c.begin(), c.end(), std::nanf("")); |
| 230 | |
Marat Dukhan | f56f4c4 | 2021-05-17 01:47:20 -0700 | [diff] [blame] | 231 | xnn_f32_minmax_params params; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 232 | init_params(¶ms, |
| 233 | -std::numeric_limits<float>::infinity(), +std::numeric_limits<float>::infinity()); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 234 | |
| 235 | size_t buffer_index = 0; |
| 236 | for (auto _ : state) { |
| 237 | // Use circular buffers (exceeding cache size) and prefetch to control cache state: |
| 238 | // - A is always in L1 cache (if fits, otherwise L2, L3, etc) |
| 239 | // - W is not in cache (for any cache level) |
| 240 | // - C is not in cache (for any cache level) |
| 241 | state.PauseTiming(); |
Marat Dukhan | 4232323 | 2019-10-23 02:09:02 -0700 | [diff] [blame] | 242 | benchmark::utils::PrefetchToL1(a.data(), a.size() * sizeof(float)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 243 | buffer_index = (buffer_index + 1) % num_buffers; |
| 244 | state.ResumeTiming(); |
| 245 | |
| 246 | for (uint32_t m = 0; m < mc; m += mr) { |
| 247 | const uint32_t mb = min(mc - m, mr); |
| 248 | packx(mb, kc, reinterpret_cast<const uint32_t*>(a.data() + m * kc), kc, t.data() + m * kc); |
| 249 | } |
| 250 | for (uint32_t m = 0; m < mc; m += mr) { |
| 251 | const uint32_t mb = min(mc - m, mr); |
| 252 | ppmm( |
| 253 | mb, nc, kc * sizeof(float), |
| 254 | reinterpret_cast<const float*>(t.data() + m * kc), |
| 255 | w.data() + nc_stride * buffer_index * (kc + 1), |
| 256 | c.data() + (mc * buffer_index + m) * nc, nc * sizeof(float), nr * sizeof(float), |
Frank Barchard | e70dbeb | 2020-05-01 15:46:41 -0700 | [diff] [blame] | 257 | ¶ms); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 258 | } |
| 259 | } |
| 260 | |
Marat Dukhan | d713e8a | 2020-12-04 14:23:12 -0800 | [diff] [blame] | 261 | const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency(); |
| 262 | if (cpu_frequency != 0) { |
| 263 | state.counters["cpufreq"] = cpu_frequency; |
| 264 | } |
| 265 | |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 266 | state.counters["FLOPS"] = benchmark::Counter( |
| 267 | uint64_t(state.iterations()) * 2 * mc * nc * kc, benchmark::Counter::kIsRate); |
| 268 | } |
| 269 | |
Marat Dukhan | 33f0c7a | 2019-10-01 13:33:08 -0700 | [diff] [blame] | 270 | #ifdef BENCHMARK_RUY |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 271 | static void RuyBenchmark(benchmark::State& state, uint32_t threads) |
| 272 | { |
| 273 | std::random_device random_device; |
| 274 | auto rng = std::mt19937(random_device()); |
Marat Dukhan | 44f0ca7 | 2020-08-02 21:46:58 -0700 | [diff] [blame] | 275 | auto f32rng = std::bind(std::uniform_real_distribution<float>(), std::ref(rng)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 276 | |
| 277 | const size_t mc = state.range(0); |
| 278 | const size_t nc = state.range(1); |
| 279 | const size_t kc = state.range(2); |
| 280 | |
| 281 | const size_t num_buffers = 1 + |
Marat Dukhan | 4232323 | 2019-10-23 02:09:02 -0700 | [diff] [blame] | 282 | benchmark::utils::DivideRoundUp<size_t>(benchmark::utils::GetMaxCacheSize(), |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 283 | sizeof(float) * (nc * (mc + kc + 1))); |
| 284 | |
| 285 | std::vector<float> a(mc * kc); |
| 286 | std::generate(a.begin(), a.end(), std::ref(f32rng)); |
| 287 | std::vector<float> k(num_buffers * nc * kc); |
| 288 | std::generate(k.begin(), k.end(), std::ref(f32rng)); |
| 289 | std::vector<float> b(num_buffers * nc); |
| 290 | std::generate(b.begin(), b.end(), std::ref(f32rng)); |
| 291 | std::vector<float> c(num_buffers * nc * mc); |
| 292 | std::fill(c.begin(), c.end(), std::nanf("")); |
| 293 | |
| 294 | // Note: context must be static to avoid the cost of re-creating it for each benchmark. |
| 295 | static ruy::Context context; |
Benoit Jacob | 349701a | 2020-04-15 19:35:24 -0700 | [diff] [blame] | 296 | context.set_max_num_threads(threads); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 297 | |
| 298 | ruy::Matrix<float> ruy_a; |
Benoit Jacob | 349701a | 2020-04-15 19:35:24 -0700 | [diff] [blame] | 299 | ruy::MakeSimpleLayout(nc, kc, ruy::Order::kRowMajor, ruy_a.mutable_layout()); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 300 | ruy::Matrix<float> ruy_b; |
Benoit Jacob | 349701a | 2020-04-15 19:35:24 -0700 | [diff] [blame] | 301 | ruy::MakeSimpleLayout(kc, mc, ruy::Order::kColMajor, ruy_b.mutable_layout()); |
| 302 | ruy_b.set_data(a.data()); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 303 | ruy::Matrix<float> ruy_c; |
Benoit Jacob | 349701a | 2020-04-15 19:35:24 -0700 | [diff] [blame] | 304 | ruy::MakeSimpleLayout(nc, mc, ruy::Order::kColMajor, ruy_c.mutable_layout()); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 305 | |
Benoit Jacob | b026e22 | 2020-04-16 12:30:03 -0700 | [diff] [blame] | 306 | ruy::MulParams<float, float> mul_params; |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 307 | |
| 308 | // ruy::Context uses deferred initialization, which affects percieved GEMM performance. Initialization happens during |
| 309 | // the first GEMM calls, and per Benoit Jacob it takes up to ~250 milliseconds for performance to stabilize. |
| 310 | // Thus, on the first benchmark, we compute GEMM for 500 milliseconds (to be safe) without recording performance, and |
| 311 | // keep the ruy::Context object initialized (by being static) between subsequent benchmarks. |
| 312 | static std::once_flag warmup; |
| 313 | std::call_once(warmup, [&](){ |
| 314 | auto start = std::chrono::steady_clock::now(); |
| 315 | do { |
Benoit Jacob | 349701a | 2020-04-15 19:35:24 -0700 | [diff] [blame] | 316 | ruy_a.set_data(k.data()); |
| 317 | ruy_c.set_data(c.data()); |
Benoit Jacob | b026e22 | 2020-04-16 12:30:03 -0700 | [diff] [blame] | 318 | mul_params.set_bias(b.data()); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 319 | |
Benoit Jacob | b026e22 | 2020-04-16 12:30:03 -0700 | [diff] [blame] | 320 | ruy::Mul(ruy_a, ruy_b, mul_params, &context, &ruy_c); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 321 | } while (std::chrono::duration<double>(std::chrono::steady_clock::now() - start).count() < 0.5); |
| 322 | }); |
| 323 | |
| 324 | size_t buffer_index = 0; |
| 325 | for (auto _ : state) { |
| 326 | // Use circular buffers (exceeding cache size) and prefetch to control cache state: |
| 327 | // - A is always in L1 cache (if fits, otherwise L2, L3, etc) |
| 328 | // - K is not in cache (for any cache level) |
| 329 | // - B is not in cache (for any cache level) |
| 330 | // - C is not in cache (for any cache level) |
| 331 | state.PauseTiming(); |
Marat Dukhan | 4232323 | 2019-10-23 02:09:02 -0700 | [diff] [blame] | 332 | benchmark::utils::PrefetchToL1(a.data(), a.size() * sizeof(float)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 333 | buffer_index = (buffer_index + 1) % num_buffers; |
| 334 | state.ResumeTiming(); |
| 335 | |
Benoit Jacob | 349701a | 2020-04-15 19:35:24 -0700 | [diff] [blame] | 336 | ruy_a.set_data(k.data() + buffer_index * nc * kc); |
| 337 | ruy_c.set_data(c.data() + buffer_index * mc * nc); |
Benoit Jacob | b026e22 | 2020-04-16 12:30:03 -0700 | [diff] [blame] | 338 | mul_params.set_bias(b.data() + buffer_index * nc); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 339 | |
Benoit Jacob | b026e22 | 2020-04-16 12:30:03 -0700 | [diff] [blame] | 340 | ruy::Mul(ruy_a, ruy_b, mul_params, &context, &ruy_c); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 341 | } |
| 342 | |
Marat Dukhan | d713e8a | 2020-12-04 14:23:12 -0800 | [diff] [blame] | 343 | const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency(); |
| 344 | if (cpu_frequency != 0) { |
| 345 | state.counters["cpufreq"] = cpu_frequency; |
| 346 | } |
| 347 | |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 348 | state.counters["FLOPS"] = benchmark::Counter( |
| 349 | uint64_t(state.iterations()) * 2 * mc * nc * kc, benchmark::Counter::kIsRate); |
| 350 | } |
| 351 | |
| 352 | static void ruy_st(benchmark::State& state, const char* net) |
| 353 | { |
| 354 | RuyBenchmark(state, 1); |
| 355 | } |
Marat Dukhan | 33f0c7a | 2019-10-01 13:33:08 -0700 | [diff] [blame] | 356 | #endif // BENCHMARK_RUY |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 357 | |
Zhi An Ng | d236074 | 2022-01-27 13:32:03 -0800 | [diff] [blame] | 358 | #if XNN_PLATFORM_JIT |
Zhi An Ng | 25764d8 | 2022-01-07 11:27:36 -0800 | [diff] [blame] | 359 | static void GEMMBenchmark(benchmark::State& state, |
Zhi An Ng | 83844ae | 2022-01-14 09:52:25 -0800 | [diff] [blame] | 360 | xnn_jit_gemm_code_generator_function generator, |
Zhi An Ng | 25764d8 | 2022-01-07 11:27:36 -0800 | [diff] [blame] | 361 | size_t mr, size_t nr, size_t kr, size_t sr, |
| 362 | xnn_init_f32_minmax_params_fn init_params, |
| 363 | benchmark::utils::IsaCheckFunction isa_check = nullptr) |
| 364 | { |
Zhi An Ng | 70ea0a2 | 2022-01-20 10:55:00 -0800 | [diff] [blame] | 365 | if (isa_check && !isa_check(state)) { |
| 366 | return; |
| 367 | } |
| 368 | |
| 369 | const size_t mc = state.range(0); |
Zhi An Ng | 83844ae | 2022-01-14 09:52:25 -0800 | [diff] [blame] | 370 | const size_t nc = state.range(1); |
| 371 | const size_t kc = state.range(2); |
Zhi An Ng | 70ea0a2 | 2022-01-20 10:55:00 -0800 | [diff] [blame] | 372 | |
| 373 | const size_t nc_stride = benchmark::utils::RoundUp(nc, nr); |
| 374 | const size_t kc_stride = benchmark::utils::RoundUp(kc, kr); |
| 375 | |
| 376 | std::random_device random_device; |
| 377 | auto rng = std::mt19937(random_device()); |
| 378 | auto f32rng = std::bind(std::uniform_real_distribution<float>(), std::ref(rng)); |
| 379 | |
| 380 | std::vector<float> a(mc * kc); |
| 381 | std::generate(a.begin(), a.end(), std::ref(f32rng)); |
| 382 | std::vector<float> k(nc * kc); |
| 383 | std::generate(k.begin(), k.end(), std::ref(f32rng)); |
| 384 | std::vector<float> b(nc); |
| 385 | std::generate(b.begin(), b.end(), std::ref(f32rng)); |
| 386 | |
| 387 | const size_t w_elements = nc_stride * kc_stride + nc_stride; |
| 388 | const size_t c_elements = mc * nc; |
| 389 | const size_t num_buffers = 1 + |
| 390 | benchmark::utils::DivideRoundUp<size_t>(benchmark::utils::GetMaxCacheSize(), |
| 391 | sizeof(float) * (w_elements + c_elements)); |
| 392 | |
| 393 | std::vector<float, AlignedAllocator<float, 64>> w(w_elements * num_buffers); |
| 394 | std::fill(w.begin(), w.end(), 0.0f); |
| 395 | xnn_pack_f32_gemm_goi_w(1 /* groups */, nc, kc, nr, kr, sr, k.data(), b.data(), w.data(), 0, nullptr); |
| 396 | std::vector<float> c(c_elements * num_buffers); |
| 397 | std::fill(c.begin(), c.end(), std::nanf("")); |
| 398 | |
| 399 | xnn_f32_minmax_params params; |
| 400 | init_params(¶ms, |
| 401 | -std::numeric_limits<float>::infinity(), +std::numeric_limits<float>::infinity()); |
| 402 | |
| 403 | xnn_code_buffer code_buffer; |
| 404 | xnn_allocate_code_memory(&code_buffer, XNN_DEFAULT_CODE_BUFFER_SIZE); |
| 405 | jit_gemm_params jit_params = { |
Zhi An Ng | f9fc9ec | 2022-02-01 13:19:31 -0800 | [diff] [blame] | 406 | .f32_minmax = { |
| 407 | .min = -std::numeric_limits<float>::infinity(), |
| 408 | .max = +std::numeric_limits<float>::infinity() |
| 409 | } |
Zhi An Ng | 70ea0a2 | 2022-01-20 10:55:00 -0800 | [diff] [blame] | 410 | }; |
Zhi An Ng | 9fd2f3e | 2022-02-02 14:15:34 -0800 | [diff] [blame] | 411 | generator(&code_buffer, nc, kc * sizeof(float), &jit_params); |
Zhi An Ng | 70ea0a2 | 2022-01-20 10:55:00 -0800 | [diff] [blame] | 412 | xnn_f32_gemm_minmax_ukernel_function gemm = reinterpret_cast<xnn_f32_gemm_minmax_ukernel_function>(code_buffer.code); |
| 413 | |
| 414 | size_t buffer_index = 0; |
| 415 | for (auto _ : state) { |
| 416 | // Use circular buffers (exceeding cache size) and prefetch to control cache state: |
| 417 | // - A is always in L1 cache (if fits, otherwise L2, L3, etc) |
| 418 | // - W is not in cache (for any cache level) |
| 419 | // - C is not in cache (for any cache level) |
| 420 | state.PauseTiming(); |
| 421 | benchmark::utils::PrefetchToL1(a.data(), a.size() * sizeof(float)); |
| 422 | buffer_index = (buffer_index + 1) % num_buffers; |
| 423 | state.ResumeTiming(); |
| 424 | |
| 425 | for (uint32_t m = 0; m < mc; m += mr) { |
| 426 | const uint32_t mb = min(mc - m, mr); |
| 427 | gemm( |
| 428 | mb, nc, kc * sizeof(float), |
| 429 | a.data() + m * kc, kc * sizeof(float), |
| 430 | w.data() + buffer_index * nc_stride * (kc_stride + 1), |
| 431 | c.data() + (buffer_index * mc + m) * nc, nc * sizeof(float), nr * sizeof(float), |
| 432 | ¶ms); |
| 433 | } |
| 434 | } |
| 435 | |
Zhi An Ng | 25764d8 | 2022-01-07 11:27:36 -0800 | [diff] [blame] | 436 | xnn_release_code_memory(&code_buffer); |
Zhi An Ng | 70ea0a2 | 2022-01-20 10:55:00 -0800 | [diff] [blame] | 437 | |
| 438 | const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency(); |
| 439 | if (cpu_frequency != 0) { |
| 440 | state.counters["cpufreq"] = cpu_frequency; |
| 441 | } |
| 442 | |
| 443 | state.counters["FLOPS"] = benchmark::Counter( |
| 444 | uint64_t(state.iterations()) * 2 * mc * nc * kc, benchmark::Counter::kIsRate); |
Zhi An Ng | 25764d8 | 2022-01-07 11:27:36 -0800 | [diff] [blame] | 445 | } |
Zhi An Ng | d236074 | 2022-01-27 13:32:03 -0800 | [diff] [blame] | 446 | #endif // XNN_PLATFORM_JIT |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 447 | |
Frank Barchard | dbafc58 | 2019-10-09 16:30:48 -0700 | [diff] [blame] | 448 | #if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY |
Frank Barchard | 3cb54f9 | 2020-04-10 10:46:08 -0700 | [diff] [blame] | 449 | static void f32_gemm_1x8__aarch64_neonfma_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 450 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_ld64, 1, 8, 1, 1, |
| 451 | xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 3cb54f9 | 2020-04-10 10:46:08 -0700 | [diff] [blame] | 452 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 453 | static void f32_gemm_1x12__aarch64_neonfma_cortex_a53(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 454 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x12__aarch64_neonfma_cortex_a53, 1, 12, 1, 1, |
| 455 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 456 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 457 | static void f32_gemm_1x8__aarch64_neonfma_cortex_a53(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 458 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53, 1, 8, 1, 1, |
| 459 | xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 21be34f | 2019-10-09 19:32:19 -0700 | [diff] [blame] | 460 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 461 | static void f32_gemm_1x8__aarch64_neonfma_cortex_a75(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 462 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a75, 1, 8, 1, 1, |
| 463 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 464 | } |
Frank Barchard | 143a110 | 2021-06-15 09:15:34 -0700 | [diff] [blame] | 465 | static void f32_gemm_1x8__aarch64_neonfma_prfm_cortex_a75(benchmark::State& state, const char* net) { |
| 466 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_prfm_cortex_a75, 1, 8, 1, 1, |
| 467 | xnn_init_f32_minmax_scalar_params); |
| 468 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 469 | static void f32_gemm_4x12__aarch64_neonfma_cortex_a53(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 470 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x12__aarch64_neonfma_cortex_a53, 4, 12, 1, 1, |
| 471 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 472 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 473 | static void f32_gemm_4x8__aarch64_neonfma_cortex_a53(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 474 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a53, 4, 8, 1, 1, |
| 475 | xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 46fb807 | 2019-10-25 12:54:22 -0700 | [diff] [blame] | 476 | } |
Frank Barchard | 8fb9055 | 2020-03-16 11:36:09 -0700 | [diff] [blame] | 477 | static void f32_gemm_4x8__aarch64_neonfma_cortex_a55(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 478 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a55, 4, 8, 1, 1, |
| 479 | xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 8fb9055 | 2020-03-16 11:36:09 -0700 | [diff] [blame] | 480 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 481 | static void f32_gemm_4x8__aarch64_neonfma_cortex_a75(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 482 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a75, 4, 8, 1, 1, |
| 483 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 484 | } |
Frank Barchard | 143a110 | 2021-06-15 09:15:34 -0700 | [diff] [blame] | 485 | static void f32_gemm_4x8__aarch64_neonfma_prfm_cortex_a75(benchmark::State& state, const char* net) { |
| 486 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_prfm_cortex_a75, 4, 8, 1, 1, |
| 487 | xnn_init_f32_minmax_scalar_params); |
| 488 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 489 | static void f32_gemm_4x8__aarch64_neonfma_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 490 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_ld64, 4, 8, 1, 1, |
| 491 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 492 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 493 | static void f32_gemm_4x8__aarch64_neonfma_ld128(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 494 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_ld128, 4, 8, 1, 1, |
| 495 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 496 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 497 | static void f32_gemm_5x8__aarch64_neonfma_cortex_a75(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 498 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__aarch64_neonfma_cortex_a75, 5, 8, 1, 1, |
| 499 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 500 | } |
Frank Barchard | 143a110 | 2021-06-15 09:15:34 -0700 | [diff] [blame] | 501 | static void f32_gemm_5x8__aarch64_neonfma_prfm_cortex_a75(benchmark::State& state, const char* net) { |
| 502 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__aarch64_neonfma_prfm_cortex_a75, 5, 8, 1, 1, |
| 503 | xnn_init_f32_minmax_scalar_params); |
| 504 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 505 | static void f32_gemm_6x8__aarch64_neonfma_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 506 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_ld64, 6, 8, 1, 1, |
| 507 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 508 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 509 | static void f32_gemm_6x8__aarch64_neonfma_ld128(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 510 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_ld128, 6, 8, 1, 1, |
| 511 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 512 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 513 | static void f32_gemm_6x8__aarch64_neonfma_cortex_a53(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 514 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a53, 6, 8, 1, 1, |
| 515 | xnn_init_f32_minmax_scalar_params); |
Frank Barchard | a7fb855 | 2019-10-23 17:14:17 -0700 | [diff] [blame] | 516 | } |
Frank Barchard | 91e1999 | 2020-03-09 18:46:14 -0700 | [diff] [blame] | 517 | static void f32_gemm_6x8__aarch64_neonfma_cortex_a55(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 518 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a55, 6, 8, 1, 1, |
| 519 | xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 91e1999 | 2020-03-09 18:46:14 -0700 | [diff] [blame] | 520 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 521 | static void f32_gemm_6x8__aarch64_neonfma_cortex_a73(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 522 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a73, 6, 8, 1, 1, |
| 523 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 524 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 525 | static void f32_gemm_6x8__aarch64_neonfma_cortex_a75(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 526 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a75, 6, 8, 1, 1, |
| 527 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 528 | } |
Frank Barchard | 143a110 | 2021-06-15 09:15:34 -0700 | [diff] [blame] | 529 | static void f32_gemm_6x8__aarch64_neonfma_prfm_cortex_a75(benchmark::State& state, const char* net) { |
| 530 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_prfm_cortex_a75, 6, 8, 1, 1, |
| 531 | xnn_init_f32_minmax_scalar_params); |
| 532 | } |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 533 | static void f32_gemm_1x8__neonfma_lane_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 534 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__neonfma_lane_ld64, 1, 8, 1, 1, |
| 535 | xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 536 | } |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 537 | static void f32_gemm_4x8__neonfma_lane_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 538 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__neonfma_lane_ld64, 4, 8, 1, 1, |
| 539 | xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 540 | } |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 541 | static void f32_gemm_4x8__neonfma_lane_ld128(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 542 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__neonfma_lane_ld128, 4, 8, 1, 1, |
| 543 | xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 544 | } |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 545 | static void f32_gemm_5x8__neonfma_lane_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 546 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__neonfma_lane_ld64, 5, 8, 1, 1, |
| 547 | xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 548 | } |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 549 | static void f32_gemm_6x8__neonfma_lane_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 550 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__neonfma_lane_ld64, 6, 8, 1, 1, |
| 551 | xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 552 | } |
Frank Barchard | 69172d9 | 2019-11-26 16:22:39 -0800 | [diff] [blame] | 553 | static void f32_gemm_6x8__neonfma_lane_ld128(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 554 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__neonfma_lane_ld128, 6, 8, 1, 1, |
| 555 | xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 5243bb0 | 2019-11-22 16:37:50 -0800 | [diff] [blame] | 556 | } |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 557 | |
Frank Barchard | 3cb54f9 | 2020-04-10 10:46:08 -0700 | [diff] [blame] | 558 | BENCHMARK_GEMM(f32_gemm_1x8__aarch64_neonfma_ld64) |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 559 | BENCHMARK_GEMM(f32_gemm_1x12__aarch64_neonfma_cortex_a53) |
| 560 | BENCHMARK_GEMM(f32_gemm_1x8__aarch64_neonfma_cortex_a53) |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 561 | BENCHMARK_GEMM(f32_gemm_1x8__aarch64_neonfma_cortex_a75) |
Frank Barchard | 143a110 | 2021-06-15 09:15:34 -0700 | [diff] [blame] | 562 | BENCHMARK_GEMM(f32_gemm_1x8__aarch64_neonfma_prfm_cortex_a75) |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 563 | BENCHMARK_GEMM(f32_gemm_4x12__aarch64_neonfma_cortex_a53) |
| 564 | BENCHMARK_GEMM(f32_gemm_4x8__aarch64_neonfma_cortex_a53) |
Frank Barchard | 8fb9055 | 2020-03-16 11:36:09 -0700 | [diff] [blame] | 565 | BENCHMARK_GEMM(f32_gemm_4x8__aarch64_neonfma_cortex_a55) |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 566 | BENCHMARK_GEMM(f32_gemm_4x8__aarch64_neonfma_cortex_a75) |
Frank Barchard | 143a110 | 2021-06-15 09:15:34 -0700 | [diff] [blame] | 567 | BENCHMARK_GEMM(f32_gemm_4x8__aarch64_neonfma_prfm_cortex_a75) |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 568 | BENCHMARK_GEMM(f32_gemm_4x8__aarch64_neonfma_ld128) |
| 569 | BENCHMARK_GEMM(f32_gemm_4x8__aarch64_neonfma_ld64) |
| 570 | BENCHMARK_GEMM(f32_gemm_5x8__aarch64_neonfma_cortex_a75) |
Frank Barchard | 143a110 | 2021-06-15 09:15:34 -0700 | [diff] [blame] | 571 | BENCHMARK_GEMM(f32_gemm_5x8__aarch64_neonfma_prfm_cortex_a75) |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 572 | BENCHMARK_GEMM(f32_gemm_6x8__aarch64_neonfma_cortex_a53) |
Frank Barchard | 91e1999 | 2020-03-09 18:46:14 -0700 | [diff] [blame] | 573 | BENCHMARK_GEMM(f32_gemm_6x8__aarch64_neonfma_cortex_a55) |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 574 | BENCHMARK_GEMM(f32_gemm_6x8__aarch64_neonfma_cortex_a73) |
| 575 | BENCHMARK_GEMM(f32_gemm_6x8__aarch64_neonfma_cortex_a75) |
Frank Barchard | 143a110 | 2021-06-15 09:15:34 -0700 | [diff] [blame] | 576 | BENCHMARK_GEMM(f32_gemm_6x8__aarch64_neonfma_prfm_cortex_a75) |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 577 | BENCHMARK_GEMM(f32_gemm_6x8__aarch64_neonfma_ld64) |
| 578 | BENCHMARK_GEMM(f32_gemm_6x8__aarch64_neonfma_ld128) |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 579 | BENCHMARK_GEMM(f32_gemm_1x8__neonfma_lane_ld64) |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 580 | BENCHMARK_GEMM(f32_gemm_4x8__neonfma_lane_ld64) |
Frank Barchard | 69172d9 | 2019-11-26 16:22:39 -0800 | [diff] [blame] | 581 | BENCHMARK_GEMM(f32_gemm_4x8__neonfma_lane_ld128) |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 582 | BENCHMARK_GEMM(f32_gemm_5x8__neonfma_lane_ld64) |
| 583 | BENCHMARK_GEMM(f32_gemm_6x8__neonfma_lane_ld64) |
Frank Barchard | 69172d9 | 2019-11-26 16:22:39 -0800 | [diff] [blame] | 584 | BENCHMARK_GEMM(f32_gemm_6x8__neonfma_lane_ld128) |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 585 | #endif // XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 586 | |
Frank Barchard | 8b0f026 | 2019-11-27 23:18:40 -0800 | [diff] [blame] | 587 | #if XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY |
Marat Dukhan | 3b98f6b | 2020-05-17 10:09:22 -0700 | [diff] [blame] | 588 | static void f32_gemm_4x4__aarch32_vfp_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 589 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x4__aarch32_vfp_ld64, 4, 4, 1, 1, |
| 590 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckVFP); |
Marat Dukhan | 3b98f6b | 2020-05-17 10:09:22 -0700 | [diff] [blame] | 591 | } |
Frank Barchard | 8b0f026 | 2019-11-27 23:18:40 -0800 | [diff] [blame] | 592 | static void f32_gemm_4x8__aarch32_neon_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 593 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_ld64, 4, 8, 1, 1, |
| 594 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
Frank Barchard | 3e237f2 | 2019-12-04 23:08:51 -0800 | [diff] [blame] | 595 | } |
Frank Barchard | 490febe | 2020-07-16 18:42:17 -0700 | [diff] [blame] | 596 | static void f32_gemm_4x8__aarch32_neon_cortex_a7(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 597 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_cortex_a7, 4, 8, 1, 1, |
| 598 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
Frank Barchard | 569561d | 2020-06-17 13:11:12 -0700 | [diff] [blame] | 599 | } |
Frank Barchard | 1391604 | 2019-12-11 10:56:34 -0800 | [diff] [blame] | 600 | static void f32_gemm_4x8__aarch32_neon_cortex_a53(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 601 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_cortex_a53, 4, 8, 1, 1, |
| 602 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
Frank Barchard | 1391604 | 2019-12-11 10:56:34 -0800 | [diff] [blame] | 603 | } |
Frank Barchard | b7dd29e | 2020-03-11 12:37:10 -0700 | [diff] [blame] | 604 | static void f32_gemm_4x8__aarch32_neon_cortex_a55(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 605 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_cortex_a55, 4, 8, 1, 1, |
| 606 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
Frank Barchard | b7dd29e | 2020-03-11 12:37:10 -0700 | [diff] [blame] | 607 | } |
Frank Barchard | 3e237f2 | 2019-12-04 23:08:51 -0800 | [diff] [blame] | 608 | static void f32_gemm_4x8__aarch32_neon_cortex_a75(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 609 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_cortex_a75, 4, 8, 1, 1, |
| 610 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
Frank Barchard | 8b0f026 | 2019-11-27 23:18:40 -0800 | [diff] [blame] | 611 | } |
Frank Barchard | 7873586 | 2022-01-04 16:47:44 -0800 | [diff] [blame] | 612 | static void f32_gemm_4x8__aarch32_neon_prfm_cortex_a75(benchmark::State& state, const char* net) { |
| 613 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_prfm_cortex_a75, 4, 8, 1, 1, |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 614 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
Frank Barchard | 9f7d555 | 2019-12-12 10:58:10 -0800 | [diff] [blame] | 615 | } |
Frank Barchard | 8b0f026 | 2019-11-27 23:18:40 -0800 | [diff] [blame] | 616 | |
Marat Dukhan | 3b98f6b | 2020-05-17 10:09:22 -0700 | [diff] [blame] | 617 | BENCHMARK_GEMM(f32_gemm_4x4__aarch32_vfp_ld64) |
Frank Barchard | 8b0f026 | 2019-11-27 23:18:40 -0800 | [diff] [blame] | 618 | BENCHMARK_GEMM(f32_gemm_4x8__aarch32_neon_ld64) |
Frank Barchard | 490febe | 2020-07-16 18:42:17 -0700 | [diff] [blame] | 619 | BENCHMARK_GEMM(f32_gemm_4x8__aarch32_neon_cortex_a7) |
Frank Barchard | 1391604 | 2019-12-11 10:56:34 -0800 | [diff] [blame] | 620 | BENCHMARK_GEMM(f32_gemm_4x8__aarch32_neon_cortex_a53) |
Frank Barchard | b7dd29e | 2020-03-11 12:37:10 -0700 | [diff] [blame] | 621 | BENCHMARK_GEMM(f32_gemm_4x8__aarch32_neon_cortex_a55) |
Frank Barchard | 3e237f2 | 2019-12-04 23:08:51 -0800 | [diff] [blame] | 622 | BENCHMARK_GEMM(f32_gemm_4x8__aarch32_neon_cortex_a75) |
Frank Barchard | 7873586 | 2022-01-04 16:47:44 -0800 | [diff] [blame] | 623 | BENCHMARK_GEMM(f32_gemm_4x8__aarch32_neon_prfm_cortex_a75) |
Frank Barchard | 8b0f026 | 2019-11-27 23:18:40 -0800 | [diff] [blame] | 624 | #endif // XNN_ARCH_ARM |
| 625 | |
Zhi An Ng | d236074 | 2022-01-27 13:32:03 -0800 | [diff] [blame] | 626 | #if XNN_ARCH_ARM && XNN_PLATFORM_JIT |
Zhi An Ng | 25764d8 | 2022-01-07 11:27:36 -0800 | [diff] [blame] | 627 | static void jit_f32_gemm_4x8__aarch32_neon_ld64(benchmark::State& state, const char* net) |
| 628 | { |
| 629 | GEMMBenchmark(state, xnn_generate_f32_gemm_ukernel_4x8__aarch32_neon_ld64, 4, 8, 1, 1, |
| 630 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
| 631 | } |
| 632 | static void jit_f32_gemm_4x8__aarch32_neon_cortex_a7(benchmark::State& state, const char* net) |
| 633 | { |
| 634 | GEMMBenchmark(state, xnn_generate_f32_gemm_ukernel_4x8__aarch32_neon_cortex_a7, 4, 8, 1, 1, |
| 635 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
| 636 | } |
| 637 | static void jit_f32_gemm_4x8__aarch32_neon_cortex_a53(benchmark::State& state, const char* net) |
| 638 | { |
| 639 | GEMMBenchmark(state, xnn_generate_f32_gemm_ukernel_4x8__aarch32_neon_cortex_a53, 4, 8, 1, 1, |
| 640 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
| 641 | } |
| 642 | static void jit_f32_gemm_4x8__aarch32_neon_cortex_a55(benchmark::State& state, const char* net) |
| 643 | { |
| 644 | GEMMBenchmark(state, xnn_generate_f32_gemm_ukernel_4x8__aarch32_neon_cortex_a55, 4, 8, 1, 1, |
| 645 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
| 646 | } |
| 647 | static void jit_f32_gemm_4x8__aarch32_neon_cortex_a75(benchmark::State& state, const char* net) |
| 648 | { |
| 649 | GEMMBenchmark(state, xnn_generate_f32_gemm_ukernel_4x8__aarch32_neon_cortex_a75, 4, 8, 1, 1, |
| 650 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
| 651 | } |
| 652 | static void jit_f32_gemm_4x8__aarch32_neon_prfm_cortex_a75(benchmark::State& state, const char* net) |
| 653 | { |
| 654 | GEMMBenchmark(state, xnn_generate_f32_gemm_ukernel_4x8__aarch32_neon_prfm_cortex_a75, 4, 8, 1, 1, |
| 655 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
| 656 | } |
| 657 | |
| 658 | BENCHMARK_GEMM(jit_f32_gemm_4x8__aarch32_neon_ld64) |
| 659 | BENCHMARK_GEMM(jit_f32_gemm_4x8__aarch32_neon_cortex_a7) |
| 660 | BENCHMARK_GEMM(jit_f32_gemm_4x8__aarch32_neon_cortex_a53) |
| 661 | BENCHMARK_GEMM(jit_f32_gemm_4x8__aarch32_neon_cortex_a55) |
| 662 | BENCHMARK_GEMM(jit_f32_gemm_4x8__aarch32_neon_cortex_a75) |
| 663 | BENCHMARK_GEMM(jit_f32_gemm_4x8__aarch32_neon_prfm_cortex_a75) |
Zhi An Ng | d236074 | 2022-01-27 13:32:03 -0800 | [diff] [blame] | 664 | #endif // XNN_ARCH_ARM && XNN_PLATFORM_JIT |
| 665 | |
| 666 | #if XNN_ARCH_ARM64 && XNN_PLATFORM_JIT |
Zhi An Ng | eb7256b | 2022-02-03 16:02:54 -0800 | [diff] [blame] | 667 | static void jit_f32_gemm_1x8__aarch64_neonfma_cortex_a75(benchmark::State& state, const char* net) |
| 668 | { |
| 669 | GEMMBenchmark(state, xnn_generate_f32_gemm_ukernel_1x8__aarch64_neonfma_cortex_a75, 1, 8, 1, 1, |
| 670 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
| 671 | } |
| 672 | static void jit_f32_gemm_1x8__aarch64_neonfma_prfm_cortex_a75(benchmark::State& state, const char* net) |
| 673 | { |
| 674 | GEMMBenchmark(state, xnn_generate_f32_gemm_ukernel_1x8__aarch64_neonfma_prfm_cortex_a75, 1, 8, 1, 1, |
| 675 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
| 676 | } |
Zhi An Ng | d236074 | 2022-01-27 13:32:03 -0800 | [diff] [blame] | 677 | static void jit_f32_gemm_6x8__aarch64_neonfma_cortex_a75(benchmark::State& state, const char* net) |
| 678 | { |
| 679 | GEMMBenchmark(state, xnn_generate_f32_gemm_ukernel_6x8__aarch64_neonfma_cortex_a75, 6, 8, 1, 1, |
| 680 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
| 681 | } |
| 682 | static void jit_f32_gemm_6x8__aarch64_neonfma_prfm_cortex_a75(benchmark::State& state, const char* net) |
| 683 | { |
| 684 | GEMMBenchmark(state, xnn_generate_f32_gemm_ukernel_6x8__aarch64_neonfma_prfm_cortex_a75, 6, 8, 1, 1, |
| 685 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
| 686 | } |
Zhi An Ng | eb7256b | 2022-02-03 16:02:54 -0800 | [diff] [blame] | 687 | BENCHMARK_GEMM(jit_f32_gemm_1x8__aarch64_neonfma_cortex_a75) |
| 688 | BENCHMARK_GEMM(jit_f32_gemm_1x8__aarch64_neonfma_prfm_cortex_a75) |
Zhi An Ng | d236074 | 2022-01-27 13:32:03 -0800 | [diff] [blame] | 689 | BENCHMARK_GEMM(jit_f32_gemm_6x8__aarch64_neonfma_cortex_a75) |
| 690 | BENCHMARK_GEMM(jit_f32_gemm_6x8__aarch64_neonfma_prfm_cortex_a75) |
| 691 | #endif // XNN_ARCH_ARM64 && XNN_PLATFORM_JIT |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 692 | |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 693 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 694 | static void f32_gemm_1x8__neon_lane_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 695 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64, 1, 8, 1, 1, |
| 696 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 697 | } |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 698 | static void f32_gemm_4x8__neon_lane_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 699 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__neon_lane_ld64, 4, 8, 1, 1, |
| 700 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 701 | } |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 702 | static void f32_gemm_4x8__neon_lane_ld128(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 703 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__neon_lane_ld128, 4, 8, 1, 1, |
| 704 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 705 | } |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 706 | static void f32_gemm_5x8__neon_lane_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 707 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__neon_lane_ld64, 5, 8, 1, 1, |
| 708 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 709 | } |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 710 | static void f32_gemm_6x8__neon_lane_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 711 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__neon_lane_ld64, 6, 8, 1, 1, |
| 712 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 713 | } |
Frank Barchard | 69172d9 | 2019-11-26 16:22:39 -0800 | [diff] [blame] | 714 | static void f32_gemm_6x8__neon_lane_ld128(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 715 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__neon_lane_ld128, 6, 8, 1, 1, |
| 716 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
Frank Barchard | 69172d9 | 2019-11-26 16:22:39 -0800 | [diff] [blame] | 717 | } |
| 718 | static void f32_gemm_1x8__neonfma_dup_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 719 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__neonfma_dup_ld64, 1, 8, 1, 1, |
| 720 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEONFMA); |
Frank Barchard | 69172d9 | 2019-11-26 16:22:39 -0800 | [diff] [blame] | 721 | } |
| 722 | static void f32_gemm_4x8__neonfma_dup_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 723 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__neonfma_dup_ld64, 4, 8, 1, 1, |
| 724 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEONFMA); |
Frank Barchard | 69172d9 | 2019-11-26 16:22:39 -0800 | [diff] [blame] | 725 | } |
| 726 | static void f32_gemm_4x8__neonfma_dup_ld128(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 727 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__neonfma_dup_ld128, 4, 8, 1, 1, |
| 728 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEONFMA); |
Frank Barchard | 69172d9 | 2019-11-26 16:22:39 -0800 | [diff] [blame] | 729 | } |
| 730 | static void f32_gemm_6x8__neonfma_dup_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 731 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__neonfma_dup_ld64, 6, 8, 1, 1, |
| 732 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEONFMA); |
Frank Barchard | 69172d9 | 2019-11-26 16:22:39 -0800 | [diff] [blame] | 733 | } |
| 734 | static void f32_gemm_6x8__neonfma_dup_ld128(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 735 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__neonfma_dup_ld128, 6, 8, 1, 1, |
| 736 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEONFMA); |
Frank Barchard | 69172d9 | 2019-11-26 16:22:39 -0800 | [diff] [blame] | 737 | } |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 738 | static void f32_gemm_1x8s4__neon(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 739 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8s4__neon, 1, 8, 1, 4, |
| 740 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 741 | } |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 742 | static void f32_gemm_1x8s4__neonfma(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 743 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8s4__neonfma, 1, 8, 1, 4, |
| 744 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEONFMA); |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 745 | } |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 746 | static void f32_gemm_4x8s4__neon(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 747 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8s4__neon, 4, 8, 1, 4, |
| 748 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 749 | } |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 750 | static void f32_gemm_4x8s4__neonfma(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 751 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8s4__neonfma, 4, 8, 1, 4, |
| 752 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEONFMA); |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 753 | } |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 754 | static void f32_gemm_6x8s4__neon(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 755 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8s4__neon, 6, 8, 1, 4, |
| 756 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 757 | } |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 758 | static void f32_gemm_6x8s4__neonfma(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 759 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8s4__neonfma, 6, 8, 1, 4, |
| 760 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEONFMA); |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 761 | } |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 762 | static void f32_gemm_8x8s4__neon(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 763 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_8x8s4__neon, 8, 8, 1, 4, |
| 764 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEON); |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 765 | } |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 766 | static void f32_gemm_8x8s4__neonfma(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 767 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_8x8s4__neonfma, 8, 8, 1, 4, |
| 768 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEONFMA); |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 769 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 770 | static void f32_ppmm_4x8_unipass__neonfma(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 771 | PPMM1PBenchmark(state, xnn_f32_ppmm_minmax_ukernel_4x8__neonfma, xnn_x32_packx_ukernel_4x__neon_st4, 4, 8, |
| 772 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEONFMA); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 773 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 774 | static void f32_ppmm_4x8_twopass__neonfma(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 775 | PPMM2PBenchmark(state, xnn_f32_ppmm_minmax_ukernel_4x8__neonfma, xnn_x32_packx_ukernel_4x__neon_st4, 4, 8, |
| 776 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckNEONFMA); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 777 | } |
| 778 | |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 779 | BENCHMARK_GEMM(f32_gemm_1x8__neon_lane_ld64) |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 780 | BENCHMARK_GEMM(f32_gemm_4x8__neon_lane_ld64) |
Frank Barchard | 69172d9 | 2019-11-26 16:22:39 -0800 | [diff] [blame] | 781 | BENCHMARK_GEMM(f32_gemm_4x8__neon_lane_ld128) |
Frank Barchard | 91317c5 | 2019-11-22 10:54:35 -0800 | [diff] [blame] | 782 | BENCHMARK_GEMM(f32_gemm_5x8__neon_lane_ld64) |
Frank Barchard | 69172d9 | 2019-11-26 16:22:39 -0800 | [diff] [blame] | 783 | BENCHMARK_GEMM(f32_gemm_6x8__neon_lane_ld64) |
| 784 | BENCHMARK_GEMM(f32_gemm_6x8__neon_lane_ld128) |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 785 | |
Frank Barchard | 69172d9 | 2019-11-26 16:22:39 -0800 | [diff] [blame] | 786 | BENCHMARK_GEMM(f32_gemm_1x8__neonfma_dup_ld64) |
| 787 | BENCHMARK_GEMM(f32_gemm_4x8__neonfma_dup_ld128) |
| 788 | BENCHMARK_GEMM(f32_gemm_4x8__neonfma_dup_ld64) |
| 789 | BENCHMARK_GEMM(f32_gemm_6x8__neonfma_dup_ld64) |
| 790 | BENCHMARK_GEMM(f32_gemm_6x8__neonfma_dup_ld128) |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 791 | |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 792 | BENCHMARK_GEMM(f32_gemm_1x8s4__neon) |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 793 | BENCHMARK_GEMM(f32_gemm_4x8s4__neon) |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 794 | BENCHMARK_GEMM(f32_gemm_6x8s4__neon) |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 795 | BENCHMARK_GEMM(f32_gemm_8x8s4__neon) |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 796 | |
| 797 | BENCHMARK_GEMM(f32_gemm_1x8s4__neonfma) |
| 798 | BENCHMARK_GEMM(f32_gemm_4x8s4__neonfma) |
| 799 | BENCHMARK_GEMM(f32_gemm_6x8s4__neonfma) |
Frank Barchard | df06d80 | 2019-11-20 15:53:46 -0800 | [diff] [blame] | 800 | BENCHMARK_GEMM(f32_gemm_8x8s4__neonfma) |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 801 | |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 802 | BENCHMARK_GEMM(f32_ppmm_4x8_unipass__neonfma) |
| 803 | BENCHMARK_GEMM(f32_ppmm_4x8_twopass__neonfma) |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 804 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 805 | |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 806 | |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 807 | #if XNN_ARCH_X86 || XNN_ARCH_X86_64 |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 808 | static void f32_gemm_1x16__avx512f_broadcast(benchmark::State& state, const char* net) { |
| 809 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x16__avx512f_broadcast, 1, 16, 1, 1, |
| 810 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckAVX512F); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 811 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 812 | static void f32_gemm_4x16__avx512f_broadcast(benchmark::State& state, const char* net) { |
| 813 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x16__avx512f_broadcast, 4, 16, 1, 1, |
| 814 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckAVX512F); |
Marat Dukhan | 802fcae | 2020-12-11 14:37:25 -0800 | [diff] [blame] | 815 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 816 | static void f32_gemm_5x16__avx512f_broadcast(benchmark::State& state, const char* net) { |
| 817 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x16__avx512f_broadcast, 5, 16, 1, 1, |
| 818 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckAVX512F); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 819 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 820 | static void f32_gemm_6x16__avx512f_broadcast(benchmark::State& state, const char* net) { |
| 821 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x16__avx512f_broadcast, 6, 16, 1, 1, |
| 822 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckAVX512F); |
Marat Dukhan | 802fcae | 2020-12-11 14:37:25 -0800 | [diff] [blame] | 823 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 824 | static void f32_gemm_7x16__avx512f_broadcast(benchmark::State& state, const char* net) { |
| 825 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_7x16__avx512f_broadcast, 7, 16, 1, 1, |
| 826 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckAVX512F); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 827 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 828 | static void f32_gemm_8x16__avx512f_broadcast(benchmark::State& state, const char* net) { |
| 829 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_8x16__avx512f_broadcast, 8, 16, 1, 1, |
| 830 | xnn_init_f32_minmax_scalar_params, benchmark::utils::CheckAVX512F); |
Marat Dukhan | 2712132 | 2019-12-09 14:57:40 -0800 | [diff] [blame] | 831 | } |
Marat Dukhan | fda12b8 | 2019-11-21 12:27:59 -0800 | [diff] [blame] | 832 | |
| 833 | static void f32_gemm_1x8__fma3_broadcast(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 834 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__fma3_broadcast, 1, 8, 1, 1, |
| 835 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckFMA3); |
Marat Dukhan | fda12b8 | 2019-11-21 12:27:59 -0800 | [diff] [blame] | 836 | } |
Marat Dukhan | fda12b8 | 2019-11-21 12:27:59 -0800 | [diff] [blame] | 837 | static void f32_gemm_4x8__fma3_broadcast(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 838 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__fma3_broadcast, 4, 8, 1, 1, |
| 839 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckFMA3); |
Marat Dukhan | fda12b8 | 2019-11-21 12:27:59 -0800 | [diff] [blame] | 840 | } |
Marat Dukhan | fda12b8 | 2019-11-21 12:27:59 -0800 | [diff] [blame] | 841 | static void f32_gemm_5x8__fma3_broadcast(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 842 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__fma3_broadcast, 5, 8, 1, 1, |
| 843 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckFMA3); |
Marat Dukhan | fda12b8 | 2019-11-21 12:27:59 -0800 | [diff] [blame] | 844 | } |
Marat Dukhan | fda12b8 | 2019-11-21 12:27:59 -0800 | [diff] [blame] | 845 | static void f32_gemm_6x8__fma3_broadcast(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 846 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__fma3_broadcast, 6, 8, 1, 1, |
| 847 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckFMA3); |
Marat Dukhan | fda12b8 | 2019-11-21 12:27:59 -0800 | [diff] [blame] | 848 | } |
Marat Dukhan | fda12b8 | 2019-11-21 12:27:59 -0800 | [diff] [blame] | 849 | static void f32_gemm_7x8__fma3_broadcast(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 850 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_7x8__fma3_broadcast, 7, 8, 1, 1, |
| 851 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckFMA3); |
Marat Dukhan | fda12b8 | 2019-11-21 12:27:59 -0800 | [diff] [blame] | 852 | } |
Marat Dukhan | fda12b8 | 2019-11-21 12:27:59 -0800 | [diff] [blame] | 853 | static void f32_gemm_8x8__fma3_broadcast(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 854 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_8x8__fma3_broadcast, 8, 8, 1, 1, |
| 855 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckFMA3); |
Marat Dukhan | fda12b8 | 2019-11-21 12:27:59 -0800 | [diff] [blame] | 856 | } |
Marat Dukhan | 2712132 | 2019-12-09 14:57:40 -0800 | [diff] [blame] | 857 | static void f32_gemm_1x16__fma3_broadcast(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 858 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x16__fma3_broadcast, 1, 16, 1, 1, |
| 859 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckFMA3); |
Marat Dukhan | 2712132 | 2019-12-09 14:57:40 -0800 | [diff] [blame] | 860 | } |
| 861 | static void f32_gemm_3x16__fma3_broadcast(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 862 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x16__fma3_broadcast, 4, 16, 1, 1, |
| 863 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckFMA3); |
Marat Dukhan | 2712132 | 2019-12-09 14:57:40 -0800 | [diff] [blame] | 864 | } |
| 865 | static void f32_gemm_4x16__fma3_broadcast(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 866 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x16__fma3_broadcast, 4, 16, 1, 1, |
| 867 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckFMA3); |
Marat Dukhan | 2712132 | 2019-12-09 14:57:40 -0800 | [diff] [blame] | 868 | } |
| 869 | static void f32_gemm_5x16__fma3_broadcast(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 870 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x16__fma3_broadcast, 5, 16, 1, 1, |
| 871 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckFMA3); |
Marat Dukhan | 2712132 | 2019-12-09 14:57:40 -0800 | [diff] [blame] | 872 | } |
| 873 | |
| 874 | static void f32_gemm_1x16s4__fma3_broadcast(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 875 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x16s4__fma3_broadcast, 1, 16, 1, 4, |
| 876 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckFMA3); |
Marat Dukhan | 2712132 | 2019-12-09 14:57:40 -0800 | [diff] [blame] | 877 | } |
| 878 | static void f32_gemm_3x16s4__fma3_broadcast(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 879 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x16s4__fma3_broadcast, 4, 16, 1, 4, |
| 880 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckFMA3); |
Marat Dukhan | 2712132 | 2019-12-09 14:57:40 -0800 | [diff] [blame] | 881 | } |
| 882 | static void f32_gemm_4x16s4__fma3_broadcast(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 883 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x16s4__fma3_broadcast, 4, 16, 1, 4, |
| 884 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckFMA3); |
Marat Dukhan | 2712132 | 2019-12-09 14:57:40 -0800 | [diff] [blame] | 885 | } |
| 886 | static void f32_gemm_5x16s4__fma3_broadcast(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 887 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x16s4__fma3_broadcast, 5, 16, 1, 4, |
| 888 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckFMA3); |
Marat Dukhan | 2712132 | 2019-12-09 14:57:40 -0800 | [diff] [blame] | 889 | } |
Marat Dukhan | fda12b8 | 2019-11-21 12:27:59 -0800 | [diff] [blame] | 890 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 891 | static void f32_gemm_1x8__avx_broadcast(benchmark::State& state, const char* net) { |
| 892 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__avx_broadcast, 1, 8, 1, 1, |
| 893 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckAVX); |
Marat Dukhan | 0f349c4 | 2019-11-27 11:58:54 -0800 | [diff] [blame] | 894 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 895 | static void f32_gemm_4x8__avx_broadcast(benchmark::State& state, const char* net) { |
| 896 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__avx_broadcast, 4, 8, 1, 1, |
| 897 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckAVX); |
Marat Dukhan | 0f349c4 | 2019-11-27 11:58:54 -0800 | [diff] [blame] | 898 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 899 | static void f32_gemm_5x8__avx_broadcast(benchmark::State& state, const char* net) { |
| 900 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__avx_broadcast, 5, 8, 1, 1, |
| 901 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckAVX); |
Marat Dukhan | 0f349c4 | 2019-11-27 11:58:54 -0800 | [diff] [blame] | 902 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 903 | static void f32_gemm_6x8__avx_broadcast(benchmark::State& state, const char* net) { |
| 904 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__avx_broadcast, 6, 8, 1, 1, |
| 905 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckAVX); |
Marat Dukhan | 0f349c4 | 2019-11-27 11:58:54 -0800 | [diff] [blame] | 906 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 907 | static void f32_gemm_7x8__avx_broadcast(benchmark::State& state, const char* net) { |
| 908 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_7x8__avx_broadcast, 7, 8, 1, 1, |
| 909 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckAVX); |
Marat Dukhan | 0f349c4 | 2019-11-27 11:58:54 -0800 | [diff] [blame] | 910 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 911 | static void f32_gemm_1x16__avx_broadcast(benchmark::State& state, const char* net) { |
| 912 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x16__avx_broadcast, 1, 16, 1, 1, |
| 913 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckAVX); |
| 914 | } |
| 915 | static void f32_gemm_3x16__avx_broadcast(benchmark::State& state, const char* net) { |
| 916 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x16__avx_broadcast, 4, 16, 1, 1, |
| 917 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckAVX); |
| 918 | } |
| 919 | static void f32_gemm_4x16__avx_broadcast(benchmark::State& state, const char* net) { |
| 920 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x16__avx_broadcast, 4, 16, 1, 1, |
| 921 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckAVX); |
| 922 | } |
| 923 | static void f32_gemm_5x16__avx_broadcast(benchmark::State& state, const char* net) { |
| 924 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x16__avx_broadcast, 5, 16, 1, 1, |
| 925 | xnn_init_f32_minmax_avx_params, benchmark::utils::CheckAVX); |
Marat Dukhan | 0f349c4 | 2019-11-27 11:58:54 -0800 | [diff] [blame] | 926 | } |
| 927 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 928 | static void f32_gemm_1x8__sse2_dup(benchmark::State& state, const char* net) { |
| 929 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__sse2_dup, 1, 8, 1, 1, |
| 930 | xnn_init_f32_minmax_sse_params); |
| 931 | } |
| 932 | static void f32_gemm_3x8__sse2_dup(benchmark::State& state, const char* net) { |
| 933 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8__sse2_dup, 3, 8, 1, 1, |
| 934 | xnn_init_f32_minmax_sse_params); |
| 935 | } |
| 936 | static void f32_gemm_4x8__sse2_dup(benchmark::State& state, const char* net) { |
| 937 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__sse2_dup, 4, 8, 1, 1, |
| 938 | xnn_init_f32_minmax_sse_params); |
| 939 | } |
| 940 | static void f32_gemm_5x8__sse2_dup(benchmark::State& state, const char* net) { |
| 941 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__sse2_dup, 5, 8, 1, 1, |
| 942 | xnn_init_f32_minmax_sse_params); |
| 943 | } |
Marat Dukhan | 0f349c4 | 2019-11-27 11:58:54 -0800 | [diff] [blame] | 944 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 945 | static void f32_gemm_1x8__sse_load1(benchmark::State& state, const char* net) { |
| 946 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__sse_load1, 1, 8, 1, 1, |
| 947 | xnn_init_f32_minmax_sse_params); |
| 948 | } |
| 949 | static void f32_gemm_3x8__sse_load1(benchmark::State& state, const char* net) { |
| 950 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8__sse_load1, 3, 8, 1, 1, |
| 951 | xnn_init_f32_minmax_sse_params); |
| 952 | } |
| 953 | static void f32_gemm_4x8__sse_load1(benchmark::State& state, const char* net) { |
| 954 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__sse_load1, 4, 8, 1, 1, |
| 955 | xnn_init_f32_minmax_sse_params); |
| 956 | } |
| 957 | static void f32_gemm_5x8__sse_load1(benchmark::State& state, const char* net) { |
| 958 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__sse_load1, 5, 8, 1, 1, |
| 959 | xnn_init_f32_minmax_sse_params); |
| 960 | } |
Marat Dukhan | 0f349c4 | 2019-11-27 11:58:54 -0800 | [diff] [blame] | 961 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 962 | static void f32_gemm_1x8__sse_dup(benchmark::State& state, const char* net) { |
| 963 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__sse_dup, 1, 8, 1, 1, |
| 964 | xnn_init_f32_minmax_sse_params); |
| 965 | } |
| 966 | static void f32_gemm_3x8__sse_dup(benchmark::State& state, const char* net) { |
| 967 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8__sse_dup, 3, 8, 1, 1, |
| 968 | xnn_init_f32_minmax_sse_params); |
| 969 | } |
| 970 | static void f32_gemm_4x8__sse_dup(benchmark::State& state, const char* net) { |
| 971 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__sse_dup, 4, 8, 1, 1, |
| 972 | xnn_init_f32_minmax_sse_params); |
| 973 | } |
| 974 | static void f32_gemm_5x8__sse_dup(benchmark::State& state, const char* net) { |
| 975 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__sse_dup, 5, 8, 1, 1, |
| 976 | xnn_init_f32_minmax_sse_params); |
| 977 | } |
Marat Dukhan | 802fcae | 2020-12-11 14:37:25 -0800 | [diff] [blame] | 978 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 979 | static void f32_gemm_1x8s4__sse(benchmark::State& state, const char* net) { |
| 980 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8s4__sse, 1, 8, 1, 4, |
| 981 | xnn_init_f32_minmax_sse_params); |
| 982 | } |
| 983 | static void f32_gemm_3x8s4__sse(benchmark::State& state, const char* net) { |
| 984 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8s4__sse, 3, 8, 1, 4, |
| 985 | xnn_init_f32_minmax_sse_params); |
| 986 | } |
| 987 | static void f32_gemm_4x8s4__sse(benchmark::State& state, const char* net) { |
| 988 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8s4__sse, 4, 8, 1, 4, |
| 989 | xnn_init_f32_minmax_sse_params); |
| 990 | } |
| 991 | static void f32_gemm_5x8s4__sse(benchmark::State& state, const char* net) { |
| 992 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8s4__sse, 5, 8, 1, 4, |
| 993 | xnn_init_f32_minmax_sse_params); |
| 994 | } |
Marat Dukhan | 0f349c4 | 2019-11-27 11:58:54 -0800 | [diff] [blame] | 995 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 996 | static void f32_ppmm_4x8_unipass__sse(benchmark::State& state, const char* net) { |
| 997 | PPMM1PBenchmark(state, xnn_f32_ppmm_minmax_ukernel_4x8__sse, xnn_x32_packx_ukernel_4x__sse, 4, 8, |
| 998 | xnn_init_f32_minmax_sse_params); |
| 999 | } |
| 1000 | static void f32_ppmm_4x8_twopass__sse(benchmark::State& state, const char* net) { |
| 1001 | PPMM2PBenchmark(state, xnn_f32_ppmm_minmax_ukernel_4x8__sse, xnn_x32_packx_ukernel_4x__sse, 4, 8, |
| 1002 | xnn_init_f32_minmax_sse_params); |
| 1003 | } |
Marat Dukhan | 0f349c4 | 2019-11-27 11:58:54 -0800 | [diff] [blame] | 1004 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1005 | BENCHMARK_GEMM(f32_gemm_1x16__avx512f_broadcast) |
| 1006 | BENCHMARK_GEMM(f32_gemm_4x16__avx512f_broadcast) |
| 1007 | BENCHMARK_GEMM(f32_gemm_5x16__avx512f_broadcast) |
| 1008 | BENCHMARK_GEMM(f32_gemm_6x16__avx512f_broadcast) |
| 1009 | BENCHMARK_GEMM(f32_gemm_7x16__avx512f_broadcast) |
| 1010 | BENCHMARK_GEMM(f32_gemm_8x16__avx512f_broadcast) |
Marat Dukhan | 0f349c4 | 2019-11-27 11:58:54 -0800 | [diff] [blame] | 1011 | |
Marat Dukhan | fda12b8 | 2019-11-21 12:27:59 -0800 | [diff] [blame] | 1012 | BENCHMARK_GEMM(f32_gemm_1x8__fma3_broadcast) |
| 1013 | BENCHMARK_GEMM(f32_gemm_4x8__fma3_broadcast) |
| 1014 | BENCHMARK_GEMM(f32_gemm_5x8__fma3_broadcast) |
| 1015 | BENCHMARK_GEMM(f32_gemm_6x8__fma3_broadcast) |
| 1016 | BENCHMARK_GEMM(f32_gemm_7x8__fma3_broadcast) |
| 1017 | BENCHMARK_GEMM(f32_gemm_8x8__fma3_broadcast) |
Marat Dukhan | 2712132 | 2019-12-09 14:57:40 -0800 | [diff] [blame] | 1018 | BENCHMARK_GEMM(f32_gemm_1x16__fma3_broadcast) |
| 1019 | BENCHMARK_GEMM(f32_gemm_3x16__fma3_broadcast) |
| 1020 | BENCHMARK_GEMM(f32_gemm_4x16__fma3_broadcast) |
| 1021 | BENCHMARK_GEMM(f32_gemm_5x16__fma3_broadcast) |
| 1022 | |
| 1023 | BENCHMARK_GEMM(f32_gemm_1x16s4__fma3_broadcast) |
| 1024 | BENCHMARK_GEMM(f32_gemm_3x16s4__fma3_broadcast) |
| 1025 | BENCHMARK_GEMM(f32_gemm_4x16s4__fma3_broadcast) |
| 1026 | BENCHMARK_GEMM(f32_gemm_5x16s4__fma3_broadcast) |
Marat Dukhan | 0f349c4 | 2019-11-27 11:58:54 -0800 | [diff] [blame] | 1027 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1028 | BENCHMARK_GEMM(f32_gemm_1x8__avx_broadcast) |
| 1029 | BENCHMARK_GEMM(f32_gemm_4x8__avx_broadcast) |
| 1030 | BENCHMARK_GEMM(f32_gemm_5x8__avx_broadcast) |
| 1031 | BENCHMARK_GEMM(f32_gemm_6x8__avx_broadcast) |
| 1032 | BENCHMARK_GEMM(f32_gemm_7x8__avx_broadcast) |
| 1033 | BENCHMARK_GEMM(f32_gemm_1x16__avx_broadcast) |
| 1034 | BENCHMARK_GEMM(f32_gemm_3x16__avx_broadcast) |
| 1035 | BENCHMARK_GEMM(f32_gemm_4x16__avx_broadcast) |
| 1036 | BENCHMARK_GEMM(f32_gemm_5x16__avx_broadcast) |
| 1037 | |
| 1038 | BENCHMARK_GEMM(f32_gemm_1x8__sse2_dup) |
| 1039 | BENCHMARK_GEMM(f32_gemm_3x8__sse2_dup) |
| 1040 | BENCHMARK_GEMM(f32_gemm_4x8__sse2_dup) |
| 1041 | BENCHMARK_GEMM(f32_gemm_5x8__sse2_dup) |
| 1042 | |
| 1043 | BENCHMARK_GEMM(f32_gemm_1x8__sse_load1) |
| 1044 | BENCHMARK_GEMM(f32_gemm_3x8__sse_load1) |
| 1045 | BENCHMARK_GEMM(f32_gemm_4x8__sse_load1) |
| 1046 | BENCHMARK_GEMM(f32_gemm_5x8__sse_load1) |
| 1047 | |
| 1048 | BENCHMARK_GEMM(f32_gemm_1x8__sse_dup) |
| 1049 | BENCHMARK_GEMM(f32_gemm_3x8__sse_dup) |
| 1050 | BENCHMARK_GEMM(f32_gemm_4x8__sse_dup) |
| 1051 | BENCHMARK_GEMM(f32_gemm_5x8__sse_dup) |
| 1052 | |
| 1053 | BENCHMARK_GEMM(f32_gemm_1x8s4__sse) |
| 1054 | BENCHMARK_GEMM(f32_gemm_3x8s4__sse) |
| 1055 | BENCHMARK_GEMM(f32_gemm_4x8s4__sse) |
| 1056 | BENCHMARK_GEMM(f32_gemm_5x8s4__sse) |
| 1057 | |
| 1058 | BENCHMARK_GEMM(f32_ppmm_4x8_unipass__sse) |
| 1059 | BENCHMARK_GEMM(f32_ppmm_4x8_twopass__sse) |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 1060 | #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1061 | |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1062 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 1063 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1064 | static void f32_gemm_3x8__wasmsimd_arm_loadsplat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1065 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8__wasmsimd_arm_loadsplat, 3, 8, 1, 1, |
| 1066 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1067 | } |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1068 | static void f32_gemm_4x8__wasmsimd_arm_loadsplat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1069 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__wasmsimd_arm_loadsplat, 4, 8, 1, 1, |
| 1070 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1071 | } |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1072 | static void f32_gemm_5x8__wasmsimd_arm_loadsplat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1073 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__wasmsimd_arm_loadsplat, 5, 8, 1, 1, |
| 1074 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1075 | } |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1076 | static void f32_gemm_6x8__wasmsimd_arm_loadsplat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1077 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__wasmsimd_arm_loadsplat, 6, 8, 1, 1, |
| 1078 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1079 | } |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1080 | static void f32_gemm_3x8__wasmsimd_x86_loadsplat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1081 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8__wasmsimd_x86_loadsplat, 3, 8, 1, 1, |
| 1082 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1083 | } |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1084 | static void f32_gemm_4x8__wasmsimd_x86_loadsplat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1085 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__wasmsimd_x86_loadsplat, 4, 8, 1, 1, |
| 1086 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1087 | } |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1088 | static void f32_gemm_5x8__wasmsimd_x86_loadsplat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1089 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__wasmsimd_x86_loadsplat, 5, 8, 1, 1, |
| 1090 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1091 | } |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1092 | static void f32_gemm_6x8__wasmsimd_x86_loadsplat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1093 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__wasmsimd_x86_loadsplat, 6, 8, 1, 1, |
| 1094 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1095 | } |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1096 | static void f32_gemm_3x8__wasmsimd_arm_splat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1097 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8__wasmsimd_arm_splat, 3, 8, 1, 1, |
| 1098 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1099 | } |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1100 | static void f32_gemm_4x8__wasmsimd_arm_splat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1101 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__wasmsimd_arm_splat, 4, 8, 1, 1, |
| 1102 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1103 | } |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1104 | static void f32_gemm_5x8__wasmsimd_arm_splat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1105 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__wasmsimd_arm_splat, 5, 8, 1, 1, |
| 1106 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1107 | } |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1108 | static void f32_gemm_6x8__wasmsimd_arm_splat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1109 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__wasmsimd_arm_splat, 6, 8, 1, 1, |
| 1110 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1111 | } |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1112 | static void f32_gemm_3x8__wasmsimd_x86_splat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1113 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8__wasmsimd_x86_splat, 3, 8, 1, 1, |
| 1114 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1115 | } |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1116 | static void f32_gemm_4x8__wasmsimd_x86_splat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1117 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__wasmsimd_x86_splat, 4, 8, 1, 1, |
| 1118 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1119 | } |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1120 | static void f32_gemm_5x8__wasmsimd_x86_splat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1121 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__wasmsimd_x86_splat, 5, 8, 1, 1, |
| 1122 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1123 | } |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1124 | static void f32_gemm_6x8__wasmsimd_x86_splat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1125 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__wasmsimd_x86_splat, 6, 8, 1, 1, |
| 1126 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1127 | } |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1128 | static void f32_gemm_3x8s4__wasmsimd_arm(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1129 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8s4__wasmsimd_arm, 3, 8, 1, 4, |
| 1130 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1131 | } |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1132 | static void f32_gemm_4x8s4__wasmsimd_arm(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1133 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8s4__wasmsimd_arm, 4, 8, 1, 4, |
| 1134 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1135 | } |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1136 | static void f32_gemm_5x8s4__wasmsimd_arm(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1137 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8s4__wasmsimd_arm, 5, 8, 1, 4, |
| 1138 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1139 | } |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1140 | static void f32_gemm_6x8s4__wasmsimd_arm(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1141 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8s4__wasmsimd_arm, 6, 8, 1, 4, |
| 1142 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1143 | } |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1144 | static void f32_gemm_3x8s4__wasmsimd_x86(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1145 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8s4__wasmsimd_x86, 3, 8, 1, 4, |
| 1146 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1147 | } |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1148 | static void f32_gemm_4x8s4__wasmsimd_x86(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1149 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8s4__wasmsimd_x86, 4, 8, 1, 4, |
| 1150 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1151 | } |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1152 | static void f32_gemm_5x8s4__wasmsimd_x86(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1153 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8s4__wasmsimd_x86, 5, 8, 1, 4, |
| 1154 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1155 | } |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1156 | static void f32_gemm_6x8s4__wasmsimd_x86(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1157 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8s4__wasmsimd_x86, 6, 8, 1, 4, |
| 1158 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1159 | } |
| 1160 | |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1161 | static void f32_ppmm_4x8_unipass__wasmsimd_arm_splat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1162 | PPMM1PBenchmark(state, xnn_f32_ppmm_minmax_ukernel_4x8__wasmsimd_arm_splat, xnn_x32_packx_ukernel_4x__wasmsimd, 4, 8, |
| 1163 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 0d0d882 | 2020-07-23 23:37:56 -0700 | [diff] [blame] | 1164 | } |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1165 | static void f32_ppmm_4x8_unipass__wasmsimd_x86_splat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1166 | PPMM1PBenchmark(state, xnn_f32_ppmm_minmax_ukernel_4x8__wasmsimd_x86_splat, xnn_x32_packx_ukernel_4x__wasmsimd, 4, 8, |
| 1167 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 0d0d882 | 2020-07-23 23:37:56 -0700 | [diff] [blame] | 1168 | } |
| 1169 | |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1170 | static void f32_ppmm_4x8_twopass__wasmsimd_arm_splat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1171 | PPMM2PBenchmark(state, xnn_f32_ppmm_minmax_ukernel_4x8__wasmsimd_arm_splat, xnn_x32_packx_ukernel_4x__wasmsimd, 4, 8, |
| 1172 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 0d0d882 | 2020-07-23 23:37:56 -0700 | [diff] [blame] | 1173 | } |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1174 | static void f32_ppmm_4x8_twopass__wasmsimd_x86_splat(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1175 | PPMM2PBenchmark(state, xnn_f32_ppmm_minmax_ukernel_4x8__wasmsimd_x86_splat, xnn_x32_packx_ukernel_4x__wasmsimd, 4, 8, |
| 1176 | xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 0d0d882 | 2020-07-23 23:37:56 -0700 | [diff] [blame] | 1177 | } |
| 1178 | |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1179 | BENCHMARK_GEMM(f32_gemm_3x8__wasmsimd_arm_loadsplat) |
| 1180 | BENCHMARK_GEMM(f32_gemm_4x8__wasmsimd_arm_loadsplat) |
| 1181 | BENCHMARK_GEMM(f32_gemm_5x8__wasmsimd_arm_loadsplat) |
| 1182 | BENCHMARK_GEMM(f32_gemm_6x8__wasmsimd_arm_loadsplat) |
| 1183 | BENCHMARK_GEMM(f32_gemm_3x8__wasmsimd_x86_loadsplat) |
| 1184 | BENCHMARK_GEMM(f32_gemm_4x8__wasmsimd_x86_loadsplat) |
| 1185 | BENCHMARK_GEMM(f32_gemm_5x8__wasmsimd_x86_loadsplat) |
| 1186 | BENCHMARK_GEMM(f32_gemm_6x8__wasmsimd_x86_loadsplat) |
| 1187 | BENCHMARK_GEMM(f32_gemm_3x8__wasmsimd_arm_splat) |
| 1188 | BENCHMARK_GEMM(f32_gemm_4x8__wasmsimd_arm_splat) |
| 1189 | BENCHMARK_GEMM(f32_gemm_5x8__wasmsimd_arm_splat) |
| 1190 | BENCHMARK_GEMM(f32_gemm_6x8__wasmsimd_arm_splat) |
| 1191 | BENCHMARK_GEMM(f32_gemm_3x8__wasmsimd_x86_splat) |
| 1192 | BENCHMARK_GEMM(f32_gemm_4x8__wasmsimd_x86_splat) |
| 1193 | BENCHMARK_GEMM(f32_gemm_5x8__wasmsimd_x86_splat) |
| 1194 | BENCHMARK_GEMM(f32_gemm_6x8__wasmsimd_x86_splat) |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1195 | BENCHMARK_GEMM(f32_gemm_3x8s4__wasmsimd_arm) |
| 1196 | BENCHMARK_GEMM(f32_gemm_4x8s4__wasmsimd_arm) |
| 1197 | BENCHMARK_GEMM(f32_gemm_5x8s4__wasmsimd_arm) |
| 1198 | BENCHMARK_GEMM(f32_gemm_6x8s4__wasmsimd_arm) |
| 1199 | BENCHMARK_GEMM(f32_gemm_3x8s4__wasmsimd_x86) |
| 1200 | BENCHMARK_GEMM(f32_gemm_4x8s4__wasmsimd_x86) |
| 1201 | BENCHMARK_GEMM(f32_gemm_5x8s4__wasmsimd_x86) |
| 1202 | BENCHMARK_GEMM(f32_gemm_6x8s4__wasmsimd_x86) |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1203 | |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1204 | BENCHMARK_GEMM(f32_ppmm_4x8_unipass__wasmsimd_arm_splat) |
| 1205 | BENCHMARK_GEMM(f32_ppmm_4x8_unipass__wasmsimd_x86_splat) |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1206 | |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 1207 | BENCHMARK_GEMM(f32_ppmm_4x8_twopass__wasmsimd_arm_splat) |
| 1208 | BENCHMARK_GEMM(f32_ppmm_4x8_twopass__wasmsimd_x86_splat) |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 1209 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 1210 | |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1211 | |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 1212 | static void f32_gemm_1x4__scalar(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1213 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x4__scalar, 1, 4, 1, 1, |
| 1214 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1215 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 1216 | static void f32_gemm_2x4__scalar(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1217 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_2x4__scalar, 2, 4, 1, 1, |
| 1218 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1219 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 1220 | static void f32_gemm_4x4__scalar(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1221 | GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x4__scalar, 4, 4, 1, 1, |
| 1222 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1223 | } |
| 1224 | |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 1225 | static void f32_ppmm_2x4_unipass__scalar(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1226 | PPMM1PBenchmark(state, xnn_f32_ppmm_minmax_ukernel_2x4__scalar, xnn_x32_packx_ukernel_2x__scalar, 2, 4, |
| 1227 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1228 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 1229 | static void f32_ppmm_4x2_unipass__scalar(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1230 | PPMM1PBenchmark(state, xnn_f32_ppmm_minmax_ukernel_4x2__scalar, xnn_x32_packx_ukernel_4x__scalar, 4, 2, |
| 1231 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1232 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 1233 | static void f32_ppmm_4x4_unipass__scalar(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1234 | PPMM1PBenchmark(state, xnn_f32_ppmm_minmax_ukernel_4x4__scalar, xnn_x32_packx_ukernel_4x__scalar, 4, 4, |
| 1235 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1236 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 1237 | static void f32_ppmm_3x3_unipass__scalar(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1238 | PPMM1PBenchmark(state, xnn_f32_ppmm_minmax_ukernel_3x3__scalar, xnn_x32_packx_ukernel_3x__scalar, 3, 3, |
| 1239 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1240 | } |
| 1241 | |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 1242 | static void f32_ppmm_2x4_twopass__scalar(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1243 | PPMM2PBenchmark(state, xnn_f32_ppmm_minmax_ukernel_2x4__scalar, xnn_x32_packx_ukernel_2x__scalar, 2, 4, |
| 1244 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1245 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 1246 | static void f32_ppmm_4x2_twopass__scalar(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1247 | PPMM2PBenchmark(state, xnn_f32_ppmm_minmax_ukernel_4x2__scalar, xnn_x32_packx_ukernel_4x__scalar, 4, 2, |
| 1248 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1249 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 1250 | static void f32_ppmm_4x4_twopass__scalar(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1251 | PPMM2PBenchmark(state, xnn_f32_ppmm_minmax_ukernel_4x4__scalar, xnn_x32_packx_ukernel_4x__scalar, 4, 4, |
| 1252 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1253 | } |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 1254 | static void f32_ppmm_3x3_twopass__scalar(benchmark::State& state, const char* net) { |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1255 | PPMM2PBenchmark(state, xnn_f32_ppmm_minmax_ukernel_3x3__scalar, xnn_x32_packx_ukernel_3x__scalar, 3, 3, |
| 1256 | xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1257 | } |
| 1258 | |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 1259 | BENCHMARK_GEMM(f32_gemm_1x4__scalar) |
| 1260 | BENCHMARK_GEMM(f32_gemm_2x4__scalar) |
| 1261 | BENCHMARK_GEMM(f32_gemm_4x4__scalar) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1262 | |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 1263 | BENCHMARK_GEMM(f32_ppmm_2x4_unipass__scalar) |
| 1264 | BENCHMARK_GEMM(f32_ppmm_4x2_unipass__scalar) |
| 1265 | BENCHMARK_GEMM(f32_ppmm_4x4_unipass__scalar) |
| 1266 | BENCHMARK_GEMM(f32_ppmm_3x3_unipass__scalar) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1267 | |
Frank Barchard | 95bebc9 | 2019-11-15 18:18:28 -0800 | [diff] [blame] | 1268 | BENCHMARK_GEMM(f32_ppmm_2x4_twopass__scalar) |
| 1269 | BENCHMARK_GEMM(f32_ppmm_4x2_twopass__scalar) |
| 1270 | BENCHMARK_GEMM(f32_ppmm_4x4_twopass__scalar) |
| 1271 | BENCHMARK_GEMM(f32_ppmm_3x3_twopass__scalar) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1272 | |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1273 | |
Marat Dukhan | 33f0c7a | 2019-10-01 13:33:08 -0700 | [diff] [blame] | 1274 | #ifdef BENCHMARK_RUY |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1275 | BENCHMARK_GEMM(ruy_st) |
Marat Dukhan | 33f0c7a | 2019-10-01 13:33:08 -0700 | [diff] [blame] | 1276 | #endif // BENCHMARK_RUY |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1277 | |
| 1278 | #ifndef XNNPACK_BENCHMARK_NO_MAIN |
| 1279 | BENCHMARK_MAIN(); |
| 1280 | #endif |