Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 1 | // Copyright 2020 Google LLC |
| 2 | // |
| 3 | // This source code is licensed under the BSD-style license found in the |
| 4 | // LICENSE file in the root directory of this source tree. |
| 5 | |
| 6 | #include <algorithm> |
| 7 | #include <cfloat> |
| 8 | #include <chrono> |
| 9 | #include <cmath> |
| 10 | #include <functional> |
| 11 | #include <limits> |
| 12 | #include <mutex> |
| 13 | #include <random> |
| 14 | #include <vector> |
| 15 | |
| 16 | #include <cpuinfo.h> |
| 17 | |
| 18 | #include <benchmark/benchmark.h> |
Frank Barchard | 31328cb | 2020-10-12 11:55:18 -0700 | [diff] [blame] | 19 | #ifdef BENCHMARK_RUY |
| 20 | #include "ruy/ruy.h" |
| 21 | #endif // BENCHMARK_RUY |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 22 | #include "bench/gemm.h" |
| 23 | #include "bench/utils.h" |
| 24 | #include <xnnpack/AlignedAllocator.h> |
| 25 | #include <xnnpack/common.h> |
| 26 | #include <xnnpack/gemm.h> |
| 27 | #include <xnnpack/pack.h> |
| 28 | #include <xnnpack/params-init.h> |
| 29 | #include <xnnpack/params.h> |
| 30 | |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 31 | static void GEMMBenchmark(benchmark::State& state, |
Marat Dukhan | e3d17bf | 2021-05-24 22:22:43 -0700 | [diff] [blame] | 32 | xnn_qs8_gemm_minmax_ukernel_function gemm, |
Marat Dukhan | 1566fee | 2020-08-02 21:55:41 -0700 | [diff] [blame] | 33 | size_t mr, size_t nr, size_t kr, size_t sr, |
Marat Dukhan | e3d17bf | 2021-05-24 22:22:43 -0700 | [diff] [blame] | 34 | xnn_init_qs8_conv_minmax_params_fn init_params, |
Marat Dukhan | d5694df | 2021-05-20 17:10:40 -0700 | [diff] [blame] | 35 | benchmark::utils::IsaCheckFunction isa_check = nullptr, |
| 36 | bool extended_weights = false) |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 37 | { |
| 38 | if (!cpuinfo_initialize()) { |
| 39 | state.SkipWithError("cpuinfo initialization failed"); |
| 40 | return; |
| 41 | } |
Marat Dukhan | 1566fee | 2020-08-02 21:55:41 -0700 | [diff] [blame] | 42 | if (isa_check && !isa_check(state)) { |
| 43 | return; |
| 44 | } |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 45 | |
| 46 | const size_t mc = state.range(0); |
| 47 | const size_t nc = state.range(1); |
| 48 | const size_t kc = state.range(2); |
| 49 | |
| 50 | const size_t nc_stride = benchmark::utils::RoundUp(nc, nr); |
| 51 | const size_t kc_stride = benchmark::utils::RoundUp(kc, kr); |
| 52 | |
| 53 | std::random_device random_device; |
| 54 | auto rng = std::mt19937(random_device()); |
Marat Dukhan | ecd8311 | 2020-08-03 21:50:28 -0700 | [diff] [blame] | 55 | auto i32rng = std::bind(std::uniform_int_distribution<int32_t>(-10000, 10000), std::ref(rng)); |
| 56 | auto i8rng = std::bind( |
Marat Dukhan | 44f0ca7 | 2020-08-02 21:46:58 -0700 | [diff] [blame] | 57 | std::uniform_int_distribution<uint32_t>(std::numeric_limits<int8_t>::min(), std::numeric_limits<int8_t>::max()), std::ref(rng)); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 58 | |
| 59 | std::vector<int8_t> a(mc * kc); |
Marat Dukhan | ecd8311 | 2020-08-03 21:50:28 -0700 | [diff] [blame] | 60 | std::generate(a.begin(), a.end(), std::ref(i8rng)); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 61 | std::vector<int8_t> k(nc * kc); |
Marat Dukhan | ecd8311 | 2020-08-03 21:50:28 -0700 | [diff] [blame] | 62 | std::generate(k.begin(), k.end(), std::ref(i8rng)); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 63 | std::vector<int32_t> b(nc); |
Marat Dukhan | ecd8311 | 2020-08-03 21:50:28 -0700 | [diff] [blame] | 64 | std::generate(b.begin(), b.end(), std::ref(i32rng)); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 65 | |
Marat Dukhan | d5694df | 2021-05-20 17:10:40 -0700 | [diff] [blame] | 66 | const size_t w_element_size = extended_weights ? sizeof(int16_t) : sizeof(int8_t); |
| 67 | const size_t w_size = nc_stride * sizeof(int32_t) + kc_stride * nc_stride * w_element_size; |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 68 | const size_t c_elements = mc * nc; |
| 69 | const size_t num_buffers = 1 + |
Marat Dukhan | 683fab3 | 2020-08-03 19:42:52 -0700 | [diff] [blame] | 70 | benchmark::utils::DivideRoundUp<size_t>(benchmark::utils::GetMaxCacheSize(), w_size + c_elements * sizeof(int8_t)); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 71 | |
Marat Dukhan | 683fab3 | 2020-08-03 19:42:52 -0700 | [diff] [blame] | 72 | std::vector<char, AlignedAllocator<char, 32>> w(w_size * num_buffers); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 73 | std::fill(w.begin(), w.end(), 0); |
| 74 | const xnn_qs8_packing_params packing_params = { 127 }; |
Marat Dukhan | d5694df | 2021-05-20 17:10:40 -0700 | [diff] [blame] | 75 | if (extended_weights) { |
Marat Dukhan | 0b04374 | 2021-06-02 18:29:11 -0700 | [diff] [blame] | 76 | xnn_pack_qs8_gemm_xw_goi_w(1 /* groups */, nc, kc, nr, kr, sr, k.data(), b.data(), w.data(), 0, &packing_params); |
Marat Dukhan | d5694df | 2021-05-20 17:10:40 -0700 | [diff] [blame] | 77 | } else { |
Marat Dukhan | 0b04374 | 2021-06-02 18:29:11 -0700 | [diff] [blame] | 78 | xnn_pack_qs8_gemm_goi_w(1 /* groups */, nc, kc, nr, kr, sr, k.data(), b.data(), w.data(), 0, &packing_params); |
Marat Dukhan | d5694df | 2021-05-20 17:10:40 -0700 | [diff] [blame] | 79 | } |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 80 | std::vector<int8_t> c(c_elements * num_buffers); |
| 81 | std::fill(c.begin(), c.end(), 0xA5); |
| 82 | |
Marat Dukhan | e3d17bf | 2021-05-24 22:22:43 -0700 | [diff] [blame] | 83 | union xnn_qs8_conv_minmax_params quantization_params; |
Marat Dukhan | 725f47e | 2021-05-22 10:06:19 -0700 | [diff] [blame] | 84 | init_params(&quantization_params, 0.75f, 127, -127, 126); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 85 | |
| 86 | size_t buffer_index = 0; |
| 87 | for (auto _ : state) { |
| 88 | // Use circular buffers (exceeding cache size) and prefetch to control cache state: |
| 89 | // - A is always in L1 cache (if fits, otherwise L2, L3, etc) |
| 90 | // - W is not in cache (for any cache level) |
| 91 | // - C is not in cache (for any cache level) |
| 92 | state.PauseTiming(); |
| 93 | benchmark::utils::PrefetchToL1(a.data(), a.size() * sizeof(int8_t)); |
| 94 | buffer_index = (buffer_index + 1) % num_buffers; |
| 95 | state.ResumeTiming(); |
| 96 | |
| 97 | for (uint32_t m = 0; m < mc; m += mr) { |
| 98 | const uint32_t mb = min(mc - m, mr); |
| 99 | for (uint32_t n = 0; n < nc; n += nr) { |
| 100 | const uint32_t nb = min(nc - n, nr); |
| 101 | gemm( |
| 102 | mb, nb, kc * sizeof(int8_t), |
| 103 | a.data() + m * kc, kc * sizeof(int8_t), |
Marat Dukhan | d5694df | 2021-05-20 17:10:40 -0700 | [diff] [blame] | 104 | w.data() + w_size * buffer_index + n * (kc_stride * w_element_size + sizeof(int32_t)), |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 105 | c.data() + (mc * buffer_index + m) * nc + n, nc * sizeof(int8_t), nr * sizeof(int8_t), |
| 106 | &quantization_params); |
| 107 | } |
| 108 | } |
| 109 | } |
| 110 | |
Marat Dukhan | d713e8a | 2020-12-04 14:23:12 -0800 | [diff] [blame] | 111 | const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency(); |
| 112 | if (cpu_frequency != 0) { |
| 113 | state.counters["cpufreq"] = cpu_frequency; |
| 114 | } |
| 115 | |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 116 | state.counters["OPS"] = benchmark::Counter( |
| 117 | uint64_t(state.iterations()) * 2 * mc * nc * kc, benchmark::Counter::kIsRate); |
| 118 | } |
| 119 | |
Frank Barchard | 31328cb | 2020-10-12 11:55:18 -0700 | [diff] [blame] | 120 | #ifdef BENCHMARK_RUY |
| 121 | static void RuyBenchmark(benchmark::State& state, size_t threads) |
| 122 | { |
| 123 | const size_t mc = state.range(0); |
| 124 | const size_t nc = state.range(1); |
| 125 | const size_t kc = state.range(2); |
| 126 | |
| 127 | std::random_device random_device; |
| 128 | auto rng = std::mt19937(random_device()); |
| 129 | auto i32rng = std::bind(std::uniform_int_distribution<int32_t>(-10000, 10000), std::ref(rng)); |
| 130 | auto u8rng = std::bind(std::uniform_int_distribution<uint32_t>(0, std::numeric_limits<uint8_t>::max()), std::ref(rng)); |
| 131 | |
| 132 | const size_t num_buffers = 1 + |
| 133 | benchmark::utils::DivideRoundUp<size_t>(benchmark::utils::GetMaxCacheSize(), |
| 134 | nc * (sizeof(int8_t) * (mc + kc) + sizeof(int32_t))); |
| 135 | |
| 136 | std::vector<int8_t> a(mc * kc); |
| 137 | std::generate(a.begin(), a.end(), std::ref(u8rng)); |
| 138 | std::vector<int8_t> k(num_buffers * nc * kc); |
| 139 | std::generate(k.begin(), k.end(), std::ref(u8rng)); |
| 140 | std::vector<int32_t> b(num_buffers * nc); |
| 141 | std::generate(b.begin(), b.end(), std::ref(i32rng)); |
| 142 | std::vector<int8_t> c(num_buffers * nc * mc); |
| 143 | std::fill(c.begin(), c.end(), std::nanf("")); |
| 144 | |
| 145 | // Note: context must be static to avoid the cost of re-creating it for each benchmark. |
| 146 | static ruy::Context context; |
| 147 | context.set_max_num_threads(threads); |
| 148 | |
| 149 | ruy::Matrix<int8_t> ruy_a; |
| 150 | ruy::MakeSimpleLayout(nc, kc, ruy::Order::kRowMajor, ruy_a.mutable_layout()); |
| 151 | ruy_a.set_zero_point(127); |
| 152 | ruy::Matrix<int8_t> ruy_b; |
| 153 | ruy::MakeSimpleLayout(kc, mc, ruy::Order::kColMajor, ruy_b.mutable_layout()); |
| 154 | ruy_b.set_data(a.data()); |
| 155 | ruy_b.set_zero_point(127); |
| 156 | ruy::Matrix<int8_t> ruy_c; |
| 157 | ruy::MakeSimpleLayout(nc, mc, ruy::Order::kColMajor, ruy_c.mutable_layout()); |
| 158 | ruy_c.set_zero_point(127); |
| 159 | |
| 160 | ruy::MulParams<int32_t, int8_t> mul_params; |
| 161 | mul_params.set_multiplier_fixedpoint(0x40000000); |
| 162 | |
| 163 | // ruy::Context uses deferred initialization, which affects percieved GEMM performance. Initialization happens during |
| 164 | // the first GEMM calls, and per Benoit Jacob it takes up to ~250 milliseconds for performance to stabilize. |
| 165 | // Thus, on the first benchmark, we compute GEMM for 500 milliseconds (to be safe) without recording performance, and |
| 166 | // keep the ruy::Context object initialized (by being static) between subsequent benchmarks. |
| 167 | static std::once_flag warmup; |
| 168 | std::call_once(warmup, [&](){ |
| 169 | auto start = std::chrono::steady_clock::now(); |
| 170 | do { |
| 171 | ruy_a.set_data(k.data()); |
| 172 | ruy_c.set_data(c.data()); |
| 173 | mul_params.set_bias(b.data()); |
| 174 | |
| 175 | ruy::Mul(ruy_a, ruy_b, mul_params, &context, &ruy_c); |
| 176 | } while (std::chrono::duration<double>(std::chrono::steady_clock::now() - start).count() < 0.5); |
| 177 | }); |
| 178 | |
| 179 | size_t buffer_index = 0; |
| 180 | for (auto _ : state) { |
| 181 | // Use circular buffers (exceeding cache size) and prefetch to control cache state: |
| 182 | // - A is always in L1 cache (if fits, otherwise L2, L3, etc) |
| 183 | // - K is not in cache (for any cache level) |
| 184 | // - B is not in cache (for any cache level) |
| 185 | // - C is not in cache (for any cache level) |
| 186 | state.PauseTiming(); |
| 187 | benchmark::utils::PrefetchToL1(a.data(), a.size() * sizeof(int8_t)); |
| 188 | buffer_index = (buffer_index + 1) % num_buffers; |
| 189 | state.ResumeTiming(); |
| 190 | |
| 191 | ruy_a.set_data(k.data() + buffer_index * nc * kc); |
| 192 | ruy_c.set_data(c.data() + buffer_index * mc * nc); |
| 193 | mul_params.set_bias(b.data() + buffer_index * nc); |
| 194 | |
| 195 | ruy::Mul(ruy_a, ruy_b, mul_params, &context, &ruy_c); |
| 196 | } |
| 197 | |
Marat Dukhan | d713e8a | 2020-12-04 14:23:12 -0800 | [diff] [blame] | 198 | const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency(); |
| 199 | if (cpu_frequency != 0) { |
| 200 | state.counters["cpufreq"] = cpu_frequency; |
| 201 | } |
| 202 | |
Frank Barchard | 31328cb | 2020-10-12 11:55:18 -0700 | [diff] [blame] | 203 | state.counters["OPS"] = benchmark::Counter( |
| 204 | uint64_t(state.iterations()) * 2 * mc * nc * kc, benchmark::Counter::kIsRate); |
| 205 | } |
| 206 | |
| 207 | static void ruy_st(benchmark::State& state, const char* net) |
| 208 | { |
| 209 | RuyBenchmark(state, 1); |
| 210 | } |
| 211 | #endif // BENCHMARK_RUY |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 212 | |
Marat Dukhan | 725f47e | 2021-05-22 10:06:19 -0700 | [diff] [blame] | 213 | |
Marat Dukhan | ab67142 | 2020-08-05 16:39:04 -0700 | [diff] [blame] | 214 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 215 | static void qs8_gemm_1x8_gemmlowp__neon_mlal_lane(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 216 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x8__neon_mlal_lane, 1, 8, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 217 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | a93765f | 2021-01-27 16:25:34 -0800 | [diff] [blame] | 218 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 219 | static void qs8_gemm_2x8_gemmlowp__neon_mlal_lane(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 220 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x8__neon_mlal_lane, 2, 8, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 221 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Marat Dukhan | ab67142 | 2020-08-05 16:39:04 -0700 | [diff] [blame] | 222 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 223 | static void qs8_gemm_3x8_gemmlowp__neon_mlal_lane(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 224 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x8__neon_mlal_lane, 3, 8, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 225 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | ec0bf14 | 2021-01-15 10:14:05 -0800 | [diff] [blame] | 226 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 227 | static void qs8_gemm_4x8_gemmlowp__neon_mlal_lane(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 228 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x8__neon_mlal_lane, 4, 8, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 229 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | cfbc849 | 2021-01-12 15:43:19 -0800 | [diff] [blame] | 230 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 231 | static void qs8_gemm_6x8_gemmlowp__neon_mlal_lane(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 232 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_6x8__neon_mlal_lane, 6, 8, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 233 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 5549735 | 2021-04-30 11:47:56 -0700 | [diff] [blame] | 234 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 235 | static void qs8_gemm_1x16_gemmlowp__neon_mlal_lane(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 236 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x16__neon_mlal_lane, 1, 16, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 237 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | a93765f | 2021-01-27 16:25:34 -0800 | [diff] [blame] | 238 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 239 | static void qs8_gemm_2x16_gemmlowp__neon_mlal_lane(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 240 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x16__neon_mlal_lane, 2, 16, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 241 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Marat Dukhan | ab67142 | 2020-08-05 16:39:04 -0700 | [diff] [blame] | 242 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 243 | static void qs8_gemm_3x16_gemmlowp__neon_mlal_lane(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 244 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x16__neon_mlal_lane, 3, 16, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 245 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | ec0bf14 | 2021-01-15 10:14:05 -0800 | [diff] [blame] | 246 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 247 | static void qs8_gemm_4x16_gemmlowp__neon_mlal_lane(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 248 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x16__neon_mlal_lane, 4, 16, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 249 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | cfbc849 | 2021-01-12 15:43:19 -0800 | [diff] [blame] | 250 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 251 | static void qs8_gemm_6x16_gemmlowp__neon_mlal_lane(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 252 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_6x16__neon_mlal_lane, 6, 16, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 253 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 5549735 | 2021-04-30 11:47:56 -0700 | [diff] [blame] | 254 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 255 | static void qs8_gemm_1x8_gemmlowp__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 256 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x8__neon_mlal_lane_prfm, 1, 8, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 257 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 1f51d38 | 2021-04-20 14:07:14 -0700 | [diff] [blame] | 258 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 259 | static void qs8_gemm_2x8_gemmlowp__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 260 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x8__neon_mlal_lane_prfm, 2, 8, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 261 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 1f51d38 | 2021-04-20 14:07:14 -0700 | [diff] [blame] | 262 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 263 | static void qs8_gemm_3x8_gemmlowp__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 264 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x8__neon_mlal_lane_prfm, 3, 8, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 265 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 1f51d38 | 2021-04-20 14:07:14 -0700 | [diff] [blame] | 266 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 267 | static void qs8_gemm_4x8_gemmlowp__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 268 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x8__neon_mlal_lane_prfm, 4, 8, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 269 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 1f51d38 | 2021-04-20 14:07:14 -0700 | [diff] [blame] | 270 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 271 | static void qs8_gemm_6x8_gemmlowp__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 272 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_6x8__neon_mlal_lane_prfm, 6, 8, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 273 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 5549735 | 2021-04-30 11:47:56 -0700 | [diff] [blame] | 274 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 275 | static void qs8_gemm_1x16_gemmlowp__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 276 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x16__neon_mlal_lane_prfm, 1, 16, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 277 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 1f51d38 | 2021-04-20 14:07:14 -0700 | [diff] [blame] | 278 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 279 | static void qs8_gemm_2x16_gemmlowp__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 280 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x16__neon_mlal_lane_prfm, 2, 16, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 281 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 1f51d38 | 2021-04-20 14:07:14 -0700 | [diff] [blame] | 282 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 283 | static void qs8_gemm_3x16_gemmlowp__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 284 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x16__neon_mlal_lane_prfm, 3, 16, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 285 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 1f51d38 | 2021-04-20 14:07:14 -0700 | [diff] [blame] | 286 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 287 | static void qs8_gemm_4x16_gemmlowp__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 288 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x16__neon_mlal_lane_prfm, 4, 16, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 289 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 1f51d38 | 2021-04-20 14:07:14 -0700 | [diff] [blame] | 290 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 291 | static void qs8_gemm_6x16_gemmlowp__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 292 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_6x16__neon_mlal_lane_prfm, 6, 16, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 293 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 5549735 | 2021-04-30 11:47:56 -0700 | [diff] [blame] | 294 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 295 | static void qs8_gemm_1x8_gemmlowp__neon_mull_addw_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 296 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x8__neon_mull_addw_dup, 1, 8, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 297 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | a93765f | 2021-01-27 16:25:34 -0800 | [diff] [blame] | 298 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 299 | static void qs8_gemm_2x8_gemmlowp__neon_mull_addw_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 300 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x8__neon_mull_addw_dup, 2, 8, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 301 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 4ecae2e | 2021-01-14 15:52:45 -0800 | [diff] [blame] | 302 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 303 | static void qs8_gemm_3x8_gemmlowp__neon_mull_addw_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 304 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x8__neon_mull_addw_dup, 3, 8, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 305 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | ec0bf14 | 2021-01-15 10:14:05 -0800 | [diff] [blame] | 306 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 307 | static void qs8_gemm_4x8_gemmlowp__neon_mull_addw_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 308 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x8__neon_mull_addw_dup, 4, 8, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 309 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 4ecae2e | 2021-01-14 15:52:45 -0800 | [diff] [blame] | 310 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 311 | static void qs8_gemm_1x16_gemmlowp__neon_mull_addw_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 312 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x16__neon_mull_addw_dup, 1, 16, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 313 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | a93765f | 2021-01-27 16:25:34 -0800 | [diff] [blame] | 314 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 315 | static void qs8_gemm_2x16_gemmlowp__neon_mull_addw_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 316 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x16__neon_mull_addw_dup, 2, 16, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 317 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 8247e21 | 2021-02-03 18:12:33 -0800 | [diff] [blame] | 318 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 319 | static void qs8_gemm_3x16_gemmlowp__neon_mull_addw_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 320 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x16__neon_mull_addw_dup, 3, 16, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 321 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | ec0bf14 | 2021-01-15 10:14:05 -0800 | [diff] [blame] | 322 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 323 | static void qs8_gemm_4x16_gemmlowp__neon_mull_addw_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 324 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x16__neon_mull_addw_dup, 4, 16, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 325 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 4ecae2e | 2021-01-14 15:52:45 -0800 | [diff] [blame] | 326 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 327 | static void qs8_gemm_1x8c2_gemmlowp__neon_mull_padal_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 328 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x8c2__neon_mull_padal_dup, 1, 8, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 329 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | a93765f | 2021-01-27 16:25:34 -0800 | [diff] [blame] | 330 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 331 | static void qs8_gemm_2x8c2_gemmlowp__neon_mull_padal_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 332 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x8c2__neon_mull_padal_dup, 2, 8, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 333 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 8247e21 | 2021-02-03 18:12:33 -0800 | [diff] [blame] | 334 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 335 | static void qs8_gemm_3x8c2_gemmlowp__neon_mull_padal_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 336 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x8c2__neon_mull_padal_dup, 3, 8, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 337 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 2302ffd | 2021-01-22 14:08:02 -0800 | [diff] [blame] | 338 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 339 | static void qs8_gemm_4x8c2_gemmlowp__neon_mull_padal_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 340 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x8c2__neon_mull_padal_dup, 4, 8, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 341 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 2302ffd | 2021-01-22 14:08:02 -0800 | [diff] [blame] | 342 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 343 | static void qs8_gemm_1x16c2_gemmlowp__neon_mull_padal_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 344 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x16c2__neon_mull_padal_dup, 1, 16, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 345 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | a93765f | 2021-01-27 16:25:34 -0800 | [diff] [blame] | 346 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 347 | static void qs8_gemm_2x16c2_gemmlowp__neon_mull_padal_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 348 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x16c2__neon_mull_padal_dup, 2, 16, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 349 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 2302ffd | 2021-01-22 14:08:02 -0800 | [diff] [blame] | 350 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 351 | static void qs8_gemm_3x16c2_gemmlowp__neon_mull_padal_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 352 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x16c2__neon_mull_padal_dup, 3, 16, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 353 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 2302ffd | 2021-01-22 14:08:02 -0800 | [diff] [blame] | 354 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 355 | static void qs8_gemm_4x16c2_gemmlowp__neon_mull_padal_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 356 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x16c2__neon_mull_padal_dup, 4, 16, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 357 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 2302ffd | 2021-01-22 14:08:02 -0800 | [diff] [blame] | 358 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 359 | static void qs8_gemm_1x8c2_gemmlowp__neon_mlal_padal_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 360 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x8c2__neon_mlal_padal_dup, 1, 8, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 361 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 8247e21 | 2021-02-03 18:12:33 -0800 | [diff] [blame] | 362 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 363 | static void qs8_gemm_2x8c2_gemmlowp__neon_mlal_padal_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 364 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x8c2__neon_mlal_padal_dup, 2, 8, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 365 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 8247e21 | 2021-02-03 18:12:33 -0800 | [diff] [blame] | 366 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 367 | static void qs8_gemm_3x8c2_gemmlowp__neon_mlal_padal_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 368 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x8c2__neon_mlal_padal_dup, 3, 8, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 369 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 8247e21 | 2021-02-03 18:12:33 -0800 | [diff] [blame] | 370 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 371 | static void qs8_gemm_4x8c2_gemmlowp__neon_mlal_padal_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 372 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x8c2__neon_mlal_padal_dup, 4, 8, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 373 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 8247e21 | 2021-02-03 18:12:33 -0800 | [diff] [blame] | 374 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 375 | static void qs8_gemm_1x16c2_gemmlowp__neon_mlal_padal_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 376 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x16c2__neon_mlal_padal_dup, 1, 16, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 377 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 8247e21 | 2021-02-03 18:12:33 -0800 | [diff] [blame] | 378 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 379 | static void qs8_gemm_2x16c2_gemmlowp__neon_mlal_padal_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 380 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x16c2__neon_mlal_padal_dup, 2, 16, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 381 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 8247e21 | 2021-02-03 18:12:33 -0800 | [diff] [blame] | 382 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 383 | static void qs8_gemm_3x16c2_gemmlowp__neon_mlal_padal_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 384 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x16c2__neon_mlal_padal_dup, 3, 16, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 385 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 8247e21 | 2021-02-03 18:12:33 -0800 | [diff] [blame] | 386 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 387 | static void qs8_gemm_4x16c2_gemmlowp__neon_mlal_padal_dup(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 388 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x16c2__neon_mlal_padal_dup, 4, 16, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 389 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 8247e21 | 2021-02-03 18:12:33 -0800 | [diff] [blame] | 390 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 391 | static void qs8_gemm_1x8c8_gemmlowp__neon_mull_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 392 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x8c8__neon_mull_padal, 1, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 393 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 5899012 | 2021-01-29 16:09:56 -0800 | [diff] [blame] | 394 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 395 | static void qs8_gemm_2x8c8_gemmlowp__neon_mull_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 396 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x8c8__neon_mull_padal, 2, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 397 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 5899012 | 2021-01-29 16:09:56 -0800 | [diff] [blame] | 398 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 399 | static void qs8_gemm_3x8c8_gemmlowp__neon_mull_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 400 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x8c8__neon_mull_padal, 3, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 401 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 5899012 | 2021-01-29 16:09:56 -0800 | [diff] [blame] | 402 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 403 | static void qs8_gemm_4x8c8_gemmlowp__neon_mull_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 404 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x8c8__neon_mull_padal, 4, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 405 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 5899012 | 2021-01-29 16:09:56 -0800 | [diff] [blame] | 406 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 407 | static void qs8_gemm_1x16c8_gemmlowp__neon_mull_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 408 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x16c8__neon_mull_padal, 1, 16, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 409 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 5899012 | 2021-01-29 16:09:56 -0800 | [diff] [blame] | 410 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 411 | static void qs8_gemm_2x16c8_gemmlowp__neon_mull_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 412 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x16c8__neon_mull_padal, 2, 16, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 413 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 5899012 | 2021-01-29 16:09:56 -0800 | [diff] [blame] | 414 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 415 | static void qs8_gemm_3x16c8_gemmlowp__neon_mull_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 416 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x16c8__neon_mull_padal, 3, 16, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 417 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 5899012 | 2021-01-29 16:09:56 -0800 | [diff] [blame] | 418 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 419 | static void qs8_gemm_4x16c8_gemmlowp__neon_mull_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 420 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x16c8__neon_mull_padal, 4, 16, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 421 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 5899012 | 2021-01-29 16:09:56 -0800 | [diff] [blame] | 422 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 423 | static void qs8_gemm_1x8c8_gemmlowp__neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 424 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x8c8__neon_mlal_padal, 1, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 425 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | da78da1 | 2021-03-02 14:28:00 -0800 | [diff] [blame] | 426 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 427 | static void qs8_gemm_2x8c8_gemmlowp__neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 428 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x8c8__neon_mlal_padal, 2, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 429 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | da78da1 | 2021-03-02 14:28:00 -0800 | [diff] [blame] | 430 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 431 | static void qs8_gemm_3x8c8_gemmlowp__neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 432 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x8c8__neon_mlal_padal, 3, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 433 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | da78da1 | 2021-03-02 14:28:00 -0800 | [diff] [blame] | 434 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 435 | static void qs8_gemm_4x8c8_gemmlowp__neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 436 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x8c8__neon_mlal_padal, 4, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 437 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | da78da1 | 2021-03-02 14:28:00 -0800 | [diff] [blame] | 438 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 439 | static void qs8_gemm_1x16c8_gemmlowp__neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 440 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x16c8__neon_mlal_padal, 1, 16, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 441 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | da78da1 | 2021-03-02 14:28:00 -0800 | [diff] [blame] | 442 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 443 | static void qs8_gemm_2x16c8_gemmlowp__neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 444 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x16c8__neon_mlal_padal, 2, 16, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 445 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | da78da1 | 2021-03-02 14:28:00 -0800 | [diff] [blame] | 446 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 447 | static void qs8_gemm_3x16c8_gemmlowp__neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 448 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x16c8__neon_mlal_padal, 3, 16, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 449 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | da78da1 | 2021-03-02 14:28:00 -0800 | [diff] [blame] | 450 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 451 | static void qs8_gemm_4x16c8_gemmlowp__neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 452 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x16c8__neon_mlal_padal, 4, 16, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 453 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | da78da1 | 2021-03-02 14:28:00 -0800 | [diff] [blame] | 454 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 455 | static void qs8_gemm_1x8c16_gemmlowp__neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 456 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x8c16__neon_mlal_padal, 1, 8, 16, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 457 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 71c4d1a | 2021-02-19 10:07:23 -0800 | [diff] [blame] | 458 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 459 | static void qs8_gemm_2x8c16_gemmlowp__neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 460 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x8c16__neon_mlal_padal, 2, 8, 16, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 461 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 71c4d1a | 2021-02-19 10:07:23 -0800 | [diff] [blame] | 462 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 463 | static void qs8_gemm_3x8c16_gemmlowp__neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 464 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x8c16__neon_mlal_padal, 3, 8, 16, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 465 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 71c4d1a | 2021-02-19 10:07:23 -0800 | [diff] [blame] | 466 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 467 | static void qs8_gemm_4x8c16_gemmlowp__neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 468 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x8c16__neon_mlal_padal, 4, 8, 16, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 469 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 71c4d1a | 2021-02-19 10:07:23 -0800 | [diff] [blame] | 470 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 471 | static void qs8_gemm_1x16c16_gemmlowp__neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 472 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x16c16__neon_mlal_padal, 1, 16, 16, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 473 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 71c4d1a | 2021-02-19 10:07:23 -0800 | [diff] [blame] | 474 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 475 | static void qs8_gemm_2x16c16_gemmlowp__neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 476 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x16c16__neon_mlal_padal, 2, 16, 16, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 477 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 71c4d1a | 2021-02-19 10:07:23 -0800 | [diff] [blame] | 478 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 479 | static void qs8_gemm_3x16c16_gemmlowp__neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 480 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x16c16__neon_mlal_padal, 3, 16, 16, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 481 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 71c4d1a | 2021-02-19 10:07:23 -0800 | [diff] [blame] | 482 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 483 | static void qs8_gemm_4x16c16_gemmlowp__neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 484 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x16c16__neon_mlal_padal, 4, 16, 16, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 485 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 71c4d1a | 2021-02-19 10:07:23 -0800 | [diff] [blame] | 486 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 487 | static void qs8_gemm_1x8c4_gemmlowp__neondot(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 488 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x8c4__neondot, 1, 8, 4, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 489 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEONDOT); |
Frank Barchard | f1fd89e | 2020-10-06 23:27:11 -0700 | [diff] [blame] | 490 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 491 | static void qs8_gemm_4x8c4_gemmlowp__neondot(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 492 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x8c4__neondot, 4, 8, 4, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 493 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEONDOT); |
Frank Barchard | a48848f | 2020-09-24 00:59:24 -0700 | [diff] [blame] | 494 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 495 | static void qs8_gemm_6x8c4_gemmlowp__neondot(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 496 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_6x8c4__neondot, 6, 8, 4, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 497 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEONDOT); |
Frank Barchard | a48848f | 2020-09-24 00:59:24 -0700 | [diff] [blame] | 498 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 499 | static void qs8_gemm_8x8c4_gemmlowp__neondot(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 500 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_8x8c4__neondot, 8, 8, 4, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 501 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEONDOT); |
Benoit Jacob | a964473 | 2020-08-13 12:48:55 -0700 | [diff] [blame] | 502 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 503 | static void qs8_gemm_1x16c4_gemmlowp__neondot(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 504 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x16c4__neondot, 1, 16, 4, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 505 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEONDOT); |
Frank Barchard | f1fd89e | 2020-10-06 23:27:11 -0700 | [diff] [blame] | 506 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 507 | static void qs8_gemm_4x16c4_gemmlowp__neondot(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 508 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x16c4__neondot, 4, 16, 4, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 509 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEONDOT); |
Benoit Jacob | a964473 | 2020-08-13 12:48:55 -0700 | [diff] [blame] | 510 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 511 | static void qs8_gemm_6x16c4_gemmlowp__neondot(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 512 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_6x16c4__neondot, 6, 16, 4, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 513 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEONDOT); |
Frank Barchard | 2fa1745 | 2020-09-22 09:51:46 -0700 | [diff] [blame] | 514 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 515 | static void qs8_gemm_8x16c4_gemmlowp__neondot(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 516 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_8x16c4__neondot, 8, 16, 4, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 517 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEONDOT); |
Frank Barchard | a48848f | 2020-09-24 00:59:24 -0700 | [diff] [blame] | 518 | } |
Marat Dukhan | ab67142 | 2020-08-05 16:39:04 -0700 | [diff] [blame] | 519 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 520 | BENCHMARK_GEMM(qs8_gemm_1x8_gemmlowp__neon_mlal_lane) |
| 521 | BENCHMARK_GEMM(qs8_gemm_2x8_gemmlowp__neon_mlal_lane) |
| 522 | BENCHMARK_GEMM(qs8_gemm_3x8_gemmlowp__neon_mlal_lane) |
| 523 | BENCHMARK_GEMM(qs8_gemm_4x8_gemmlowp__neon_mlal_lane) |
| 524 | BENCHMARK_GEMM(qs8_gemm_6x8_gemmlowp__neon_mlal_lane) |
| 525 | BENCHMARK_GEMM(qs8_gemm_1x16_gemmlowp__neon_mlal_lane) |
| 526 | BENCHMARK_GEMM(qs8_gemm_2x16_gemmlowp__neon_mlal_lane) |
| 527 | BENCHMARK_GEMM(qs8_gemm_3x16_gemmlowp__neon_mlal_lane) |
| 528 | BENCHMARK_GEMM(qs8_gemm_4x16_gemmlowp__neon_mlal_lane) |
| 529 | BENCHMARK_GEMM(qs8_gemm_6x16_gemmlowp__neon_mlal_lane) |
| 530 | BENCHMARK_GEMM(qs8_gemm_1x8_gemmlowp__neon_mlal_lane_prfm) |
| 531 | BENCHMARK_GEMM(qs8_gemm_2x8_gemmlowp__neon_mlal_lane_prfm) |
| 532 | BENCHMARK_GEMM(qs8_gemm_3x8_gemmlowp__neon_mlal_lane_prfm) |
| 533 | BENCHMARK_GEMM(qs8_gemm_4x8_gemmlowp__neon_mlal_lane_prfm) |
| 534 | BENCHMARK_GEMM(qs8_gemm_6x8_gemmlowp__neon_mlal_lane_prfm) |
| 535 | BENCHMARK_GEMM(qs8_gemm_1x16_gemmlowp__neon_mlal_lane_prfm) |
| 536 | BENCHMARK_GEMM(qs8_gemm_2x16_gemmlowp__neon_mlal_lane_prfm) |
| 537 | BENCHMARK_GEMM(qs8_gemm_3x16_gemmlowp__neon_mlal_lane_prfm) |
| 538 | BENCHMARK_GEMM(qs8_gemm_4x16_gemmlowp__neon_mlal_lane_prfm) |
| 539 | BENCHMARK_GEMM(qs8_gemm_6x16_gemmlowp__neon_mlal_lane_prfm) |
| 540 | BENCHMARK_GEMM(qs8_gemm_1x8_gemmlowp__neon_mull_addw_dup) |
| 541 | BENCHMARK_GEMM(qs8_gemm_2x8_gemmlowp__neon_mull_addw_dup) |
| 542 | BENCHMARK_GEMM(qs8_gemm_3x8_gemmlowp__neon_mull_addw_dup) |
| 543 | BENCHMARK_GEMM(qs8_gemm_4x8_gemmlowp__neon_mull_addw_dup) |
| 544 | BENCHMARK_GEMM(qs8_gemm_1x16_gemmlowp__neon_mull_addw_dup) |
| 545 | BENCHMARK_GEMM(qs8_gemm_2x16_gemmlowp__neon_mull_addw_dup) |
| 546 | BENCHMARK_GEMM(qs8_gemm_3x16_gemmlowp__neon_mull_addw_dup) |
| 547 | BENCHMARK_GEMM(qs8_gemm_4x16_gemmlowp__neon_mull_addw_dup) |
| 548 | BENCHMARK_GEMM(qs8_gemm_1x8c2_gemmlowp__neon_mull_padal_dup) |
| 549 | BENCHMARK_GEMM(qs8_gemm_2x8c2_gemmlowp__neon_mull_padal_dup) |
| 550 | BENCHMARK_GEMM(qs8_gemm_3x8c2_gemmlowp__neon_mull_padal_dup) |
| 551 | BENCHMARK_GEMM(qs8_gemm_4x8c2_gemmlowp__neon_mull_padal_dup) |
| 552 | BENCHMARK_GEMM(qs8_gemm_1x16c2_gemmlowp__neon_mull_padal_dup) |
| 553 | BENCHMARK_GEMM(qs8_gemm_2x16c2_gemmlowp__neon_mull_padal_dup) |
| 554 | BENCHMARK_GEMM(qs8_gemm_3x16c2_gemmlowp__neon_mull_padal_dup) |
| 555 | BENCHMARK_GEMM(qs8_gemm_4x16c2_gemmlowp__neon_mull_padal_dup) |
| 556 | BENCHMARK_GEMM(qs8_gemm_1x8c2_gemmlowp__neon_mlal_padal_dup) |
| 557 | BENCHMARK_GEMM(qs8_gemm_2x8c2_gemmlowp__neon_mlal_padal_dup) |
| 558 | BENCHMARK_GEMM(qs8_gemm_3x8c2_gemmlowp__neon_mlal_padal_dup) |
| 559 | BENCHMARK_GEMM(qs8_gemm_4x8c2_gemmlowp__neon_mlal_padal_dup) |
| 560 | BENCHMARK_GEMM(qs8_gemm_1x16c2_gemmlowp__neon_mlal_padal_dup) |
| 561 | BENCHMARK_GEMM(qs8_gemm_2x16c2_gemmlowp__neon_mlal_padal_dup) |
| 562 | BENCHMARK_GEMM(qs8_gemm_3x16c2_gemmlowp__neon_mlal_padal_dup) |
| 563 | BENCHMARK_GEMM(qs8_gemm_4x16c2_gemmlowp__neon_mlal_padal_dup) |
| 564 | BENCHMARK_GEMM(qs8_gemm_1x8c8_gemmlowp__neon_mull_padal) |
| 565 | BENCHMARK_GEMM(qs8_gemm_2x8c8_gemmlowp__neon_mull_padal) |
| 566 | BENCHMARK_GEMM(qs8_gemm_3x8c8_gemmlowp__neon_mull_padal) |
| 567 | BENCHMARK_GEMM(qs8_gemm_4x8c8_gemmlowp__neon_mull_padal) |
| 568 | BENCHMARK_GEMM(qs8_gemm_1x16c8_gemmlowp__neon_mull_padal) |
| 569 | BENCHMARK_GEMM(qs8_gemm_2x16c8_gemmlowp__neon_mull_padal) |
| 570 | BENCHMARK_GEMM(qs8_gemm_3x16c8_gemmlowp__neon_mull_padal) |
| 571 | BENCHMARK_GEMM(qs8_gemm_4x16c8_gemmlowp__neon_mull_padal) |
| 572 | BENCHMARK_GEMM(qs8_gemm_1x8c8_gemmlowp__neon_mlal_padal) |
| 573 | BENCHMARK_GEMM(qs8_gemm_2x8c8_gemmlowp__neon_mlal_padal) |
| 574 | BENCHMARK_GEMM(qs8_gemm_3x8c8_gemmlowp__neon_mlal_padal) |
| 575 | BENCHMARK_GEMM(qs8_gemm_4x8c8_gemmlowp__neon_mlal_padal) |
| 576 | BENCHMARK_GEMM(qs8_gemm_1x16c8_gemmlowp__neon_mlal_padal) |
| 577 | BENCHMARK_GEMM(qs8_gemm_2x16c8_gemmlowp__neon_mlal_padal) |
| 578 | BENCHMARK_GEMM(qs8_gemm_3x16c8_gemmlowp__neon_mlal_padal) |
| 579 | BENCHMARK_GEMM(qs8_gemm_4x16c8_gemmlowp__neon_mlal_padal) |
| 580 | BENCHMARK_GEMM(qs8_gemm_1x8c16_gemmlowp__neon_mlal_padal) |
| 581 | BENCHMARK_GEMM(qs8_gemm_2x8c16_gemmlowp__neon_mlal_padal) |
| 582 | BENCHMARK_GEMM(qs8_gemm_3x8c16_gemmlowp__neon_mlal_padal) |
| 583 | BENCHMARK_GEMM(qs8_gemm_4x8c16_gemmlowp__neon_mlal_padal) |
| 584 | BENCHMARK_GEMM(qs8_gemm_1x16c16_gemmlowp__neon_mlal_padal) |
| 585 | BENCHMARK_GEMM(qs8_gemm_2x16c16_gemmlowp__neon_mlal_padal) |
| 586 | BENCHMARK_GEMM(qs8_gemm_3x16c16_gemmlowp__neon_mlal_padal) |
| 587 | BENCHMARK_GEMM(qs8_gemm_4x16c16_gemmlowp__neon_mlal_padal) |
| 588 | BENCHMARK_GEMM(qs8_gemm_1x8c4_gemmlowp__neondot) |
| 589 | BENCHMARK_GEMM(qs8_gemm_4x8c4_gemmlowp__neondot) |
| 590 | BENCHMARK_GEMM(qs8_gemm_6x8c4_gemmlowp__neondot) |
| 591 | BENCHMARK_GEMM(qs8_gemm_8x8c4_gemmlowp__neondot) |
| 592 | BENCHMARK_GEMM(qs8_gemm_1x16c4_gemmlowp__neondot) |
| 593 | BENCHMARK_GEMM(qs8_gemm_4x16c4_gemmlowp__neondot) |
| 594 | BENCHMARK_GEMM(qs8_gemm_6x16c4_gemmlowp__neondot) |
| 595 | BENCHMARK_GEMM(qs8_gemm_8x16c4_gemmlowp__neondot) |
Marat Dukhan | ab67142 | 2020-08-05 16:39:04 -0700 | [diff] [blame] | 596 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 597 | |
Marat Dukhan | 725f47e | 2021-05-22 10:06:19 -0700 | [diff] [blame] | 598 | |
Frank Barchard | 31bb45b | 2020-10-06 00:26:33 -0700 | [diff] [blame] | 599 | #if XNN_ARCH_ARM64 |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 600 | static void qs8_gemm_4x16c4_gemmlowp__aarch64_neondot_cortex_a55(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 601 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x16c4__aarch64_neondot_cortex_a55, 4, 16, 4, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 602 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEONDOT); |
Frank Barchard | 4a4be4e | 2021-03-01 15:00:28 -0800 | [diff] [blame] | 603 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 604 | static void qs8_gemm_1x16c4_gemmlowp__aarch64_neondot_ld32(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 605 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x16c4__aarch64_neondot_ld32, 1, 16, 4, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 606 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEONDOT); |
Frank Barchard | 4a4be4e | 2021-03-01 15:00:28 -0800 | [diff] [blame] | 607 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 608 | static void qs8_gemm_1x16c4_gemmlowp__aarch64_neondot_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 609 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x16c4__aarch64_neondot_ld64, 1, 16, 4, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 610 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEONDOT); |
Frank Barchard | f1fd89e | 2020-10-06 23:27:11 -0700 | [diff] [blame] | 611 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 612 | static void qs8_gemm_4x16c4_gemmlowp__aarch64_neondot_ld32(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 613 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x16c4__aarch64_neondot_ld32, 4, 16, 4, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 614 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEONDOT); |
Frank Barchard | a5e242c | 2021-02-25 18:33:21 -0800 | [diff] [blame] | 615 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 616 | static void qs8_gemm_4x16c4_gemmlowp__aarch64_neondot_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 617 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x16c4__aarch64_neondot_ld64, 4, 16, 4, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 618 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEONDOT); |
Frank Barchard | f2742c4 | 2020-10-12 21:16:46 -0700 | [diff] [blame] | 619 | } |
Frank Barchard | 0ae35f2 | 2021-06-15 17:34:24 -0700 | [diff] [blame] | 620 | static void qs8_gemm_4x16c4_gemmlowp__aarch64_neondot_ld128(benchmark::State& state, const char* net) { |
| 621 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x16c4__aarch64_neondot_ld128, 4, 16, 4, 1, |
| 622 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEONDOT); |
| 623 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 624 | static void qs8_gemm_4x16_gemmlowp__aarch64_neon_mlal_lane_cortex_a53(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 625 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53, 4, 16, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 626 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | d4416d6 | 2021-05-17 15:51:37 -0700 | [diff] [blame] | 627 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 628 | static void qs8_gemm_4x16_gemmlowp__aarch64_neon_mlal_lane_prfm_cortex_a53(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 629 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, 4, 16, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 630 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | d4416d6 | 2021-05-17 15:51:37 -0700 | [diff] [blame] | 631 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 632 | static void qs8_gemm_1x8c8_gemmlowp__aarch64_neon_mlal_padal_prfm(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 633 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x8c8__aarch64_neon_mlal_padal_prfm, 1, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 634 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 938ea81 | 2021-05-07 13:41:35 -0700 | [diff] [blame] | 635 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 636 | static void qs8_gemm_1x8c8_gemmlowp__aarch64_neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 637 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x8c8__aarch64_neon_mlal_padal, 1, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 638 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | b876263 | 2021-03-25 04:00:12 -0700 | [diff] [blame] | 639 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 640 | static void qs8_gemm_1x8c8_gemmlowp__aarch64_neon_mlal_padal_cortex_a53(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 641 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x8c8__aarch64_neon_mlal_padal_cortex_a53, 1, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 642 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 46a69c9 | 2021-05-03 14:40:50 -0700 | [diff] [blame] | 643 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 644 | static void qs8_gemm_1x8c8_gemmlowp__aarch64_neon_mlal_padal_prfm_cortex_a53(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 645 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_1x8c8__aarch64_neon_mlal_padal_prfm_cortex_a53, 1, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 646 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 46a69c9 | 2021-05-03 14:40:50 -0700 | [diff] [blame] | 647 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 648 | static void qs8_gemm_2x8c8_gemmlowp__aarch64_neon_mull_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 649 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x8c8__aarch64_neon_mull_padal, 2, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 650 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 2f06150 | 2021-03-11 02:18:15 -0800 | [diff] [blame] | 651 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 652 | static void qs8_gemm_2x8c8_gemmlowp__aarch64_neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 653 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x8c8__aarch64_neon_mlal_padal, 2, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 654 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 2f06150 | 2021-03-11 02:18:15 -0800 | [diff] [blame] | 655 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 656 | static void qs8_gemm_2x8c8_gemmlowp__aarch64_neon_mlal_padal_prfm(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 657 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x8c8__aarch64_neon_mlal_padal_prfm, 2, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 658 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 4a35204 | 2021-04-13 15:52:08 -0700 | [diff] [blame] | 659 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 660 | static void qs8_gemm_2x8c8_gemmlowp__aarch64_neon_mlal_padal_cortex_a53(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 661 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x8c8__aarch64_neon_mlal_padal_cortex_a53, 2, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 662 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | d68e114 | 2021-04-26 15:15:08 -0700 | [diff] [blame] | 663 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 664 | static void qs8_gemm_2x8c8_gemmlowp__aarch64_neon_mlal_padal_prfm_cortex_a53(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 665 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x8c8__aarch64_neon_mlal_padal_prfm_cortex_a53, 2, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 666 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | d68e114 | 2021-04-26 15:15:08 -0700 | [diff] [blame] | 667 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 668 | static void qs8_gemm_2x8c16_gemmlowp__aarch64_neon_mlal_padal(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 669 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x8c16__aarch64_neon_mlal_padal, 2, 8, 16, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 670 | xnn_init_qs8_conv_minmax_gemmlowp_neon_params, benchmark::utils::CheckNEON); |
Frank Barchard | 5655cb7 | 2021-03-09 20:57:14 -0800 | [diff] [blame] | 671 | } |
Frank Barchard | 31bb45b | 2020-10-06 00:26:33 -0700 | [diff] [blame] | 672 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 673 | BENCHMARK_GEMM(qs8_gemm_1x16c4_gemmlowp__aarch64_neondot_ld32) |
| 674 | BENCHMARK_GEMM(qs8_gemm_1x16c4_gemmlowp__aarch64_neondot_ld64) |
| 675 | BENCHMARK_GEMM(qs8_gemm_4x16c4_gemmlowp__aarch64_neondot_ld32) |
| 676 | BENCHMARK_GEMM(qs8_gemm_4x16c4_gemmlowp__aarch64_neondot_ld64) |
Frank Barchard | 0ae35f2 | 2021-06-15 17:34:24 -0700 | [diff] [blame] | 677 | BENCHMARK_GEMM(qs8_gemm_4x16c4_gemmlowp__aarch64_neondot_ld128) |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 678 | BENCHMARK_GEMM(qs8_gemm_4x16c4_gemmlowp__aarch64_neondot_cortex_a55) |
| 679 | BENCHMARK_GEMM(qs8_gemm_4x16_gemmlowp__aarch64_neon_mlal_lane_cortex_a53) |
| 680 | BENCHMARK_GEMM(qs8_gemm_4x16_gemmlowp__aarch64_neon_mlal_lane_prfm_cortex_a53) |
| 681 | BENCHMARK_GEMM(qs8_gemm_1x8c8_gemmlowp__aarch64_neon_mlal_padal_prfm) |
| 682 | BENCHMARK_GEMM(qs8_gemm_1x8c8_gemmlowp__aarch64_neon_mlal_padal) |
| 683 | BENCHMARK_GEMM(qs8_gemm_1x8c8_gemmlowp__aarch64_neon_mlal_padal_prfm_cortex_a53) |
| 684 | BENCHMARK_GEMM(qs8_gemm_1x8c8_gemmlowp__aarch64_neon_mlal_padal_cortex_a53) |
| 685 | BENCHMARK_GEMM(qs8_gemm_2x8c8_gemmlowp__aarch64_neon_mull_padal) |
| 686 | BENCHMARK_GEMM(qs8_gemm_2x8c8_gemmlowp__aarch64_neon_mlal_padal) |
| 687 | BENCHMARK_GEMM(qs8_gemm_2x8c8_gemmlowp__aarch64_neon_mlal_padal_prfm) |
| 688 | BENCHMARK_GEMM(qs8_gemm_2x8c8_gemmlowp__aarch64_neon_mlal_padal_cortex_a53) |
| 689 | BENCHMARK_GEMM(qs8_gemm_2x8c8_gemmlowp__aarch64_neon_mlal_padal_prfm_cortex_a53) |
| 690 | BENCHMARK_GEMM(qs8_gemm_2x8c16_gemmlowp__aarch64_neon_mlal_padal) |
Frank Barchard | 31bb45b | 2020-10-06 00:26:33 -0700 | [diff] [blame] | 691 | #endif // XNN_ARCH_ARM64 |
| 692 | |
Marat Dukhan | 725f47e | 2021-05-22 10:06:19 -0700 | [diff] [blame] | 693 | |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 694 | #if XNN_ARCH_X86 || XNN_ARCH_X86_64 |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 695 | static void qs8_gemm_2x16c8_gemmlowp__avx512skx(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 696 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x16c8__avx512skx, 2, 16, 8, 1, |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 697 | xnn_init_qs8_conv_minmax_gemmlowp_avx512_params, benchmark::utils::CheckAVX512SKX); |
Marat Dukhan | bb00b1d | 2020-08-10 11:37:23 -0700 | [diff] [blame] | 698 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 699 | static void qs8_gemm_2x16c8_fp32__avx512skx(benchmark::State& state, const char* net) { |
| 700 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x16c8__avx512skx, 2, 16, 8, 1, |
| 701 | xnn_init_qs8_conv_minmax_fp32_avx512_params, benchmark::utils::CheckAVX512SKX); |
| 702 | } |
| 703 | static void qs8_gemm_3x16c8_gemmlowp__avx512skx(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 704 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x16c8__avx512skx, 3, 16, 8, 1, |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 705 | xnn_init_qs8_conv_minmax_gemmlowp_avx512_params, benchmark::utils::CheckAVX512SKX); |
Marat Dukhan | bb00b1d | 2020-08-10 11:37:23 -0700 | [diff] [blame] | 706 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 707 | static void qs8_gemm_3x16c8_fp32__avx512skx(benchmark::State& state, const char* net) { |
| 708 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x16c8__avx512skx, 3, 16, 8, 1, |
| 709 | xnn_init_qs8_conv_minmax_fp32_avx512_params, benchmark::utils::CheckAVX512SKX); |
| 710 | } |
| 711 | static void qs8_gemm_4x16c8_gemmlowp__avx512skx(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 712 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x16c8__avx512skx, 4, 16, 8, 1, |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 713 | xnn_init_qs8_conv_minmax_gemmlowp_avx512_params, benchmark::utils::CheckAVX512SKX); |
| 714 | } |
| 715 | static void qs8_gemm_4x16c8_fp32__avx512skx(benchmark::State& state, const char* net) { |
| 716 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_4x16c8__avx512skx, 4, 16, 8, 1, |
| 717 | xnn_init_qs8_conv_minmax_fp32_avx512_params, benchmark::utils::CheckAVX512SKX); |
Marat Dukhan | bb00b1d | 2020-08-10 11:37:23 -0700 | [diff] [blame] | 718 | } |
| 719 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 720 | static void qs8_gemm_2x8c8_gemmlowp__avx2(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 721 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x8c8__avx2, 2, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 722 | xnn_init_qs8_conv_minmax_gemmlowp_avx2_params, benchmark::utils::CheckAVX2); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 723 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 724 | static void qs8_gemm_2x8c8_fp32__avx2(benchmark::State& state, const char* net) { |
| 725 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x8c8__avx2, 2, 8, 8, 1, |
| 726 | xnn_init_qs8_conv_minmax_fp32_avx2_params, benchmark::utils::CheckAVX2); |
| 727 | } |
| 728 | static void qs8_gemm_3x8c8_gemmlowp__avx2(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 729 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x8c8__avx2, 3, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 730 | xnn_init_qs8_conv_minmax_gemmlowp_avx2_params, benchmark::utils::CheckAVX2); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 731 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 732 | static void qs8_gemm_3x8c8_fp32__avx2(benchmark::State& state, const char* net) { |
| 733 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x8c8__avx2, 3, 8, 8, 1, |
| 734 | xnn_init_qs8_conv_minmax_fp32_avx2_params, benchmark::utils::CheckAVX2); |
| 735 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 736 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 737 | static void qs8_gemm_xw_2x8c8_gemmlowp__avx2(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 738 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_2x8c8__avx2, 2, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 739 | xnn_init_qs8_conv_minmax_gemmlowp_avx2_params, benchmark::utils::CheckAVX2, true); |
Marat Dukhan | 683fab3 | 2020-08-03 19:42:52 -0700 | [diff] [blame] | 740 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 741 | static void qs8_gemm_xw_3x8c8_gemmlowp__avx2(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 742 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_3x8c8__avx2, 3, 8, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 743 | xnn_init_qs8_conv_minmax_gemmlowp_avx2_params, benchmark::utils::CheckAVX2, true); |
Marat Dukhan | 683fab3 | 2020-08-03 19:42:52 -0700 | [diff] [blame] | 744 | } |
Marat Dukhan | 1280952 | 2020-08-02 22:23:51 -0700 | [diff] [blame] | 745 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 746 | static void qs8_gemm_2x4c2_fp32__xop_ld64(benchmark::State& state, const char* net) { |
| 747 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c2__xop_ld64, 2, 4, 2, 1, |
| 748 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckXOP); |
| 749 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 750 | static void qs8_gemm_3x4c2_fp32__xop_ld64(benchmark::State& state, const char* net) { |
| 751 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c2__xop_ld64, 3, 4, 2, 1, |
| 752 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckXOP); |
| 753 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 754 | static void qs8_gemm_4x4c2_fp32__xop_ld64(benchmark::State& state, const char* net) { |
| 755 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_4x4c2__xop_ld64, 4, 4, 2, 1, |
| 756 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckXOP); |
| 757 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 758 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 759 | static void qs8_gemm_2x4c2_fp32__xop_ld128(benchmark::State& state, const char* net) { |
| 760 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c2__xop_ld128, 2, 4, 2, 1, |
| 761 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckXOP); |
| 762 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 763 | static void qs8_gemm_3x4c2_fp32__xop_ld128(benchmark::State& state, const char* net) { |
| 764 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c2__xop_ld128, 3, 4, 2, 1, |
| 765 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckXOP); |
| 766 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 767 | static void qs8_gemm_4x4c2_fp32__xop_ld128(benchmark::State& state, const char* net) { |
| 768 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_4x4c2__xop_ld128, 4, 4, 2, 1, |
| 769 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckXOP); |
| 770 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 771 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 772 | static void qs8_gemm_xw_2x4c2_gemmlowp__xop(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 773 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_2x4c2__xop, 2, 4, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 774 | xnn_init_qs8_conv_minmax_gemmlowp_sse4_params, benchmark::utils::CheckXOP, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 775 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 776 | static void qs8_gemm_xw_3x4c2_gemmlowp__xop(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 777 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_3x4c2__xop, 3, 4, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 778 | xnn_init_qs8_conv_minmax_gemmlowp_sse4_params, benchmark::utils::CheckXOP, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 779 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 780 | static void qs8_gemm_xw_4x4c2_gemmlowp__xop(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 781 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_4x4c2__xop, 4, 4, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 782 | xnn_init_qs8_conv_minmax_gemmlowp_sse4_params, benchmark::utils::CheckXOP, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 783 | } |
| 784 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 785 | static void qs8_gemm_2x4c8_fp32__xop_ld64(benchmark::State& state, const char* net) { |
| 786 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c8__xop_ld64, 2, 4, 8, 1, |
| 787 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckXOP); |
| 788 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 789 | static void qs8_gemm_3x4c8_fp32__xop_ld64(benchmark::State& state, const char* net) { |
| 790 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c8__xop_ld64, 3, 4, 8, 1, |
| 791 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckXOP); |
| 792 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 793 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 794 | static void qs8_gemm_2x4c8_fp32__xop_ld128(benchmark::State& state, const char* net) { |
| 795 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c8__xop_ld128, 2, 4, 8, 1, |
| 796 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckXOP); |
| 797 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 798 | static void qs8_gemm_3x4c8_fp32__xop_ld128(benchmark::State& state, const char* net) { |
| 799 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c8__xop_ld128, 3, 4, 8, 1, |
| 800 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckXOP); |
| 801 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 802 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 803 | static void qs8_gemm_xw_2x4c8_gemmlowp__xop(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 804 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_2x4c8__xop, 2, 4, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 805 | xnn_init_qs8_conv_minmax_gemmlowp_sse4_params, benchmark::utils::CheckXOP, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 806 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 807 | static void qs8_gemm_xw_3x4c8_gemmlowp__xop(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 808 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_3x4c8__xop, 3, 4, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 809 | xnn_init_qs8_conv_minmax_gemmlowp_sse4_params, benchmark::utils::CheckXOP, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 810 | } |
| 811 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 812 | static void qs8_gemm_2x4c2_fp32__avx_ld64(benchmark::State& state, const char* net) { |
| 813 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c2__avx_ld64, 2, 4, 2, 1, |
| 814 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckAVX); |
| 815 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 816 | static void qs8_gemm_3x4c2_fp32__avx_ld64(benchmark::State& state, const char* net) { |
| 817 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c2__avx_ld64, 3, 4, 2, 1, |
| 818 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckAVX); |
| 819 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 820 | static void qs8_gemm_4x4c2_fp32__avx_ld64(benchmark::State& state, const char* net) { |
| 821 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_4x4c2__avx_ld64, 4, 4, 2, 1, |
| 822 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckAVX); |
| 823 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 824 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 825 | static void qs8_gemm_2x4c2_fp32__avx_ld128(benchmark::State& state, const char* net) { |
| 826 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c2__avx_ld128, 2, 4, 2, 1, |
| 827 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckAVX); |
| 828 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 829 | static void qs8_gemm_3x4c2_fp32__avx_ld128(benchmark::State& state, const char* net) { |
| 830 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c2__avx_ld128, 3, 4, 2, 1, |
| 831 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckAVX); |
| 832 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 833 | static void qs8_gemm_4x4c2_fp32__avx_ld128(benchmark::State& state, const char* net) { |
| 834 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_4x4c2__avx_ld128, 4, 4, 2, 1, |
| 835 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckAVX); |
| 836 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 837 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 838 | static void qs8_gemm_xw_2x4c2_gemmlowp__avx(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 839 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_2x4c2__avx, 2, 4, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 840 | xnn_init_qs8_conv_minmax_gemmlowp_sse4_params, benchmark::utils::CheckAVX, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 841 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 842 | static void qs8_gemm_xw_3x4c2_gemmlowp__avx(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 843 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_3x4c2__avx, 3, 4, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 844 | xnn_init_qs8_conv_minmax_gemmlowp_sse4_params, benchmark::utils::CheckAVX, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 845 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 846 | static void qs8_gemm_xw_4x4c2_gemmlowp__avx(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 847 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_4x4c2__avx, 4, 4, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 848 | xnn_init_qs8_conv_minmax_gemmlowp_sse4_params, benchmark::utils::CheckAVX, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 849 | } |
| 850 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 851 | static void qs8_gemm_2x4c8_fp32__avx_ld64(benchmark::State& state, const char* net) { |
| 852 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c8__avx_ld64, 2, 4, 8, 1, |
| 853 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckAVX); |
| 854 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 855 | static void qs8_gemm_3x4c8_fp32__avx_ld64(benchmark::State& state, const char* net) { |
| 856 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c8__avx_ld64, 3, 4, 8, 1, |
| 857 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckAVX); |
| 858 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 859 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 860 | static void qs8_gemm_2x4c8_fp32__avx_ld128(benchmark::State& state, const char* net) { |
| 861 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c8__avx_ld128, 2, 4, 8, 1, |
| 862 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckAVX); |
| 863 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 864 | static void qs8_gemm_3x4c8_fp32__avx_ld128(benchmark::State& state, const char* net) { |
| 865 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c8__avx_ld128, 3, 4, 8, 1, |
| 866 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckAVX); |
| 867 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 868 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 869 | static void qs8_gemm_xw_2x4c8_gemmlowp__avx(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 870 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_2x4c8__avx, 2, 4, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 871 | xnn_init_qs8_conv_minmax_gemmlowp_sse4_params, benchmark::utils::CheckAVX, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 872 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 873 | static void qs8_gemm_xw_3x4c8_gemmlowp__avx(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 874 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_3x4c8__avx, 3, 4, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 875 | xnn_init_qs8_conv_minmax_gemmlowp_sse4_params, benchmark::utils::CheckAVX, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 876 | } |
| 877 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 878 | static void qs8_gemm_2x4c2_fp32__sse41_ld64(benchmark::State& state, const char* net) { |
| 879 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c2__sse41_ld64, 2, 4, 2, 1, |
| 880 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckSSE41); |
| 881 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 882 | static void qs8_gemm_3x4c2_fp32__sse41_ld64(benchmark::State& state, const char* net) { |
| 883 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c2__sse41_ld64, 3, 4, 2, 1, |
| 884 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckSSE41); |
| 885 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 886 | static void qs8_gemm_4x4c2_fp32__sse41_ld64(benchmark::State& state, const char* net) { |
| 887 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_4x4c2__sse41_ld64, 4, 4, 2, 1, |
| 888 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckSSE41); |
| 889 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 890 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 891 | static void qs8_gemm_2x4c2_fp32__sse41_ld128(benchmark::State& state, const char* net) { |
| 892 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c2__sse41_ld128, 2, 4, 2, 1, |
| 893 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckSSE41); |
| 894 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 895 | static void qs8_gemm_3x4c2_fp32__sse41_ld128(benchmark::State& state, const char* net) { |
| 896 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c2__sse41_ld128, 3, 4, 2, 1, |
| 897 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckSSE41); |
| 898 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 899 | static void qs8_gemm_4x4c2_fp32__sse41_ld128(benchmark::State& state, const char* net) { |
| 900 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_4x4c2__sse41_ld128, 4, 4, 2, 1, |
| 901 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckSSE41); |
| 902 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 903 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 904 | static void qs8_gemm_xw_2x4c2_gemmlowp__sse41(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 905 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_2x4c2__sse41, 2, 4, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 906 | xnn_init_qs8_conv_minmax_gemmlowp_sse4_params, benchmark::utils::CheckSSE41, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 907 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 908 | static void qs8_gemm_xw_3x4c2_gemmlowp__sse41(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 909 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_3x4c2__sse41, 3, 4, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 910 | xnn_init_qs8_conv_minmax_gemmlowp_sse4_params, benchmark::utils::CheckSSE41, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 911 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 912 | static void qs8_gemm_xw_4x4c2_gemmlowp__sse41(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 913 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_4x4c2__sse41, 4, 4, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 914 | xnn_init_qs8_conv_minmax_gemmlowp_sse4_params, benchmark::utils::CheckSSE41, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 915 | } |
| 916 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 917 | static void qs8_gemm_2x4c8_fp32__sse41_ld64(benchmark::State& state, const char* net) { |
| 918 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c8__sse41_ld64, 2, 4, 8, 1, |
| 919 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckSSE41); |
| 920 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 921 | static void qs8_gemm_3x4c8_fp32__sse41_ld64(benchmark::State& state, const char* net) { |
| 922 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c8__sse41_ld64, 3, 4, 8, 1, |
| 923 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckSSE41); |
| 924 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 925 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 926 | static void qs8_gemm_2x4c8_fp32__sse41_ld128(benchmark::State& state, const char* net) { |
| 927 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c8__sse41_ld128, 2, 4, 8, 1, |
| 928 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckSSE41); |
| 929 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 930 | static void qs8_gemm_3x4c8_fp32__sse41_ld128(benchmark::State& state, const char* net) { |
| 931 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c8__sse41_ld128, 3, 4, 8, 1, |
| 932 | xnn_init_qs8_conv_minmax_fp32_sse4_params, benchmark::utils::CheckSSE41); |
| 933 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 934 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 935 | static void qs8_gemm_xw_2x4c8_gemmlowp__sse41(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 936 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_2x4c8__sse41, 2, 4, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 937 | xnn_init_qs8_conv_minmax_gemmlowp_sse4_params, benchmark::utils::CheckSSE41, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 938 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 939 | static void qs8_gemm_xw_3x4c8_gemmlowp__sse41(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 940 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_3x4c8__sse41, 3, 4, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 941 | xnn_init_qs8_conv_minmax_gemmlowp_sse4_params, benchmark::utils::CheckSSE41, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 942 | } |
| 943 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 944 | static void qs8_gemm_xw_2x4c2_gemmlowp__ssse3(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 945 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_2x4c2__ssse3, 2, 4, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 946 | xnn_init_qs8_conv_minmax_gemmlowp_sse2_params, benchmark::utils::CheckSSSE3, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 947 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 948 | static void qs8_gemm_xw_3x4c2_gemmlowp__ssse3(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 949 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_3x4c2__ssse3, 3, 4, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 950 | xnn_init_qs8_conv_minmax_gemmlowp_sse2_params, benchmark::utils::CheckSSSE3, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 951 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 952 | static void qs8_gemm_xw_4x4c2_gemmlowp__ssse3(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 953 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_4x4c2__ssse3, 4, 4, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 954 | xnn_init_qs8_conv_minmax_gemmlowp_sse2_params, benchmark::utils::CheckSSSE3, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 955 | } |
| 956 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 957 | static void qs8_gemm_2x4c8_fp32__ssse3_ld64(benchmark::State& state, const char* net) { |
| 958 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c8__ssse3_ld64, 2, 4, 8, 1, |
| 959 | xnn_init_qs8_conv_minmax_fp32_sse2_params, benchmark::utils::CheckSSSE3); |
| 960 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 961 | static void qs8_gemm_3x4c8_fp32__ssse3_ld64(benchmark::State& state, const char* net) { |
| 962 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c8__ssse3_ld64, 3, 4, 8, 1, |
| 963 | xnn_init_qs8_conv_minmax_fp32_sse2_params, benchmark::utils::CheckSSSE3); |
| 964 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 965 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 966 | static void qs8_gemm_2x4c8_fp32__ssse3_ld128(benchmark::State& state, const char* net) { |
| 967 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c8__ssse3_ld128, 2, 4, 8, 1, |
| 968 | xnn_init_qs8_conv_minmax_fp32_sse2_params, benchmark::utils::CheckSSSE3); |
| 969 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 970 | static void qs8_gemm_3x4c8_fp32__ssse3_ld128(benchmark::State& state, const char* net) { |
| 971 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c8__ssse3_ld128, 3, 4, 8, 1, |
| 972 | xnn_init_qs8_conv_minmax_fp32_sse2_params, benchmark::utils::CheckSSSE3); |
| 973 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 974 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 975 | static void qs8_gemm_xw_2x4c8_gemmlowp__ssse3(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 976 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_2x4c8__ssse3, 2, 4, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 977 | xnn_init_qs8_conv_minmax_gemmlowp_sse2_params, benchmark::utils::CheckSSSE3, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 978 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 979 | static void qs8_gemm_xw_3x4c8_gemmlowp__ssse3(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 980 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_3x4c8__ssse3, 3, 4, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 981 | xnn_init_qs8_conv_minmax_gemmlowp_sse2_params, benchmark::utils::CheckSSSE3, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 982 | } |
| 983 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 984 | static void qs8_gemm_2x4c2_fp32__sse2_ld64(benchmark::State& state, const char* net) { |
| 985 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c2__sse2_ld64, 2, 4, 2, 1, |
| 986 | xnn_init_qs8_conv_minmax_fp32_sse2_params); |
| 987 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 988 | static void qs8_gemm_3x4c2_fp32__sse2_ld64(benchmark::State& state, const char* net) { |
| 989 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c2__sse2_ld64, 3, 4, 2, 1, |
| 990 | xnn_init_qs8_conv_minmax_fp32_sse2_params); |
| 991 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 992 | static void qs8_gemm_4x4c2_fp32__sse2_ld64(benchmark::State& state, const char* net) { |
| 993 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_4x4c2__sse2_ld64, 4, 4, 2, 1, |
| 994 | xnn_init_qs8_conv_minmax_fp32_sse2_params); |
| 995 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 996 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 997 | static void qs8_gemm_2x4c2_fp32__sse2_ld128(benchmark::State& state, const char* net) { |
| 998 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c2__sse2_ld128, 2, 4, 2, 1, |
| 999 | xnn_init_qs8_conv_minmax_fp32_sse2_params); |
| 1000 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1001 | static void qs8_gemm_3x4c2_fp32__sse2_ld128(benchmark::State& state, const char* net) { |
| 1002 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c2__sse2_ld128, 3, 4, 2, 1, |
| 1003 | xnn_init_qs8_conv_minmax_fp32_sse2_params); |
| 1004 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1005 | static void qs8_gemm_4x4c2_fp32__sse2_ld128(benchmark::State& state, const char* net) { |
| 1006 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_4x4c2__sse2_ld128, 4, 4, 2, 1, |
| 1007 | xnn_init_qs8_conv_minmax_fp32_sse2_params); |
| 1008 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 1009 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1010 | static void qs8_gemm_xw_2x4c2_gemmlowp__sse2(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 1011 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_2x4c2__sse2, 2, 4, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 1012 | xnn_init_qs8_conv_minmax_gemmlowp_sse2_params, nullptr, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 1013 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1014 | static void qs8_gemm_xw_3x4c2_gemmlowp__sse2(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 1015 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_3x4c2__sse2, 3, 4, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 1016 | xnn_init_qs8_conv_minmax_gemmlowp_sse2_params, nullptr, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 1017 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1018 | static void qs8_gemm_xw_4x4c2_gemmlowp__sse2(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 1019 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_4x4c2__sse2, 4, 4, 2, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 1020 | xnn_init_qs8_conv_minmax_gemmlowp_sse2_params, nullptr, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 1021 | } |
| 1022 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1023 | static void qs8_gemm_2x4c8_fp32__sse2_ld64(benchmark::State& state, const char* net) { |
| 1024 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c8__sse2_ld64, 2, 4, 8, 1, |
| 1025 | xnn_init_qs8_conv_minmax_fp32_sse2_params); |
| 1026 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1027 | static void qs8_gemm_3x4c8_fp32__sse2_ld64(benchmark::State& state, const char* net) { |
| 1028 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c8__sse2_ld64, 3, 4, 8, 1, |
| 1029 | xnn_init_qs8_conv_minmax_fp32_sse2_params); |
| 1030 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 1031 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1032 | static void qs8_gemm_2x4c8_fp32__sse2_ld128(benchmark::State& state, const char* net) { |
| 1033 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_2x4c8__sse2_ld128, 2, 4, 8, 1, |
| 1034 | xnn_init_qs8_conv_minmax_fp32_sse2_params); |
| 1035 | } |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1036 | static void qs8_gemm_3x4c8_fp32__sse2_ld128(benchmark::State& state, const char* net) { |
| 1037 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_fp32_ukernel_3x4c8__sse2_ld128, 3, 4, 8, 1, |
| 1038 | xnn_init_qs8_conv_minmax_fp32_sse2_params); |
| 1039 | } |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 1040 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1041 | static void qs8_gemm_xw_2x4c8_gemmlowp__sse2(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 1042 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_2x4c8__sse2, 2, 4, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 1043 | xnn_init_qs8_conv_minmax_gemmlowp_sse2_params, nullptr, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 1044 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1045 | static void qs8_gemm_xw_3x4c8_gemmlowp__sse2(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 1046 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_3x4c8__sse2, 3, 4, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 1047 | xnn_init_qs8_conv_minmax_gemmlowp_sse2_params, nullptr, true); |
Marat Dukhan | 2e42787 | 2021-04-09 23:40:07 -0700 | [diff] [blame] | 1048 | } |
| 1049 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1050 | BENCHMARK_GEMM(qs8_gemm_2x16c8_gemmlowp__avx512skx) |
| 1051 | BENCHMARK_GEMM(qs8_gemm_2x16c8_fp32__avx512skx) |
| 1052 | BENCHMARK_GEMM(qs8_gemm_3x16c8_gemmlowp__avx512skx) |
| 1053 | BENCHMARK_GEMM(qs8_gemm_3x16c8_fp32__avx512skx) |
| 1054 | BENCHMARK_GEMM(qs8_gemm_4x16c8_gemmlowp__avx512skx) |
| 1055 | BENCHMARK_GEMM(qs8_gemm_4x16c8_fp32__avx512skx) |
Marat Dukhan | bb00b1d | 2020-08-10 11:37:23 -0700 | [diff] [blame] | 1056 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1057 | BENCHMARK_GEMM(qs8_gemm_2x8c8_gemmlowp__avx2) |
| 1058 | BENCHMARK_GEMM(qs8_gemm_2x8c8_fp32__avx2) |
| 1059 | BENCHMARK_GEMM(qs8_gemm_3x8c8_gemmlowp__avx2) |
| 1060 | BENCHMARK_GEMM(qs8_gemm_3x8c8_fp32__avx2) |
| 1061 | BENCHMARK_GEMM(qs8_gemm_xw_2x8c8_gemmlowp__avx2) |
| 1062 | BENCHMARK_GEMM(qs8_gemm_xw_3x8c8_gemmlowp__avx2) |
Marat Dukhan | 683fab3 | 2020-08-03 19:42:52 -0700 | [diff] [blame] | 1063 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1064 | BENCHMARK_GEMM(qs8_gemm_2x4c2_fp32__xop_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1065 | BENCHMARK_GEMM(qs8_gemm_3x4c2_fp32__xop_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1066 | BENCHMARK_GEMM(qs8_gemm_4x4c2_fp32__xop_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1067 | BENCHMARK_GEMM(qs8_gemm_2x4c2_fp32__xop_ld128) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1068 | BENCHMARK_GEMM(qs8_gemm_3x4c2_fp32__xop_ld128) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1069 | BENCHMARK_GEMM(qs8_gemm_4x4c2_fp32__xop_ld128) |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1070 | BENCHMARK_GEMM(qs8_gemm_xw_2x4c2_gemmlowp__xop) |
| 1071 | BENCHMARK_GEMM(qs8_gemm_xw_3x4c2_gemmlowp__xop) |
| 1072 | BENCHMARK_GEMM(qs8_gemm_xw_4x4c2_gemmlowp__xop) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1073 | BENCHMARK_GEMM(qs8_gemm_2x4c8_fp32__xop_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1074 | BENCHMARK_GEMM(qs8_gemm_3x4c8_fp32__xop_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1075 | BENCHMARK_GEMM(qs8_gemm_2x4c8_fp32__xop_ld128) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1076 | BENCHMARK_GEMM(qs8_gemm_3x4c8_fp32__xop_ld128) |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1077 | BENCHMARK_GEMM(qs8_gemm_xw_2x4c8_gemmlowp__xop) |
| 1078 | BENCHMARK_GEMM(qs8_gemm_xw_3x4c8_gemmlowp__xop) |
Marat Dukhan | 683fab3 | 2020-08-03 19:42:52 -0700 | [diff] [blame] | 1079 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1080 | BENCHMARK_GEMM(qs8_gemm_2x4c2_fp32__avx_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1081 | BENCHMARK_GEMM(qs8_gemm_3x4c2_fp32__avx_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1082 | BENCHMARK_GEMM(qs8_gemm_4x4c2_fp32__avx_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1083 | BENCHMARK_GEMM(qs8_gemm_2x4c2_fp32__avx_ld128) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1084 | BENCHMARK_GEMM(qs8_gemm_3x4c2_fp32__avx_ld128) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1085 | BENCHMARK_GEMM(qs8_gemm_4x4c2_fp32__avx_ld128) |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1086 | BENCHMARK_GEMM(qs8_gemm_xw_2x4c2_gemmlowp__avx) |
| 1087 | BENCHMARK_GEMM(qs8_gemm_xw_3x4c2_gemmlowp__avx) |
| 1088 | BENCHMARK_GEMM(qs8_gemm_xw_4x4c2_gemmlowp__avx) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1089 | BENCHMARK_GEMM(qs8_gemm_2x4c8_fp32__avx_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1090 | BENCHMARK_GEMM(qs8_gemm_3x4c8_fp32__avx_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1091 | BENCHMARK_GEMM(qs8_gemm_2x4c8_fp32__avx_ld128) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1092 | BENCHMARK_GEMM(qs8_gemm_3x4c8_fp32__avx_ld128) |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1093 | BENCHMARK_GEMM(qs8_gemm_xw_2x4c8_gemmlowp__avx) |
| 1094 | BENCHMARK_GEMM(qs8_gemm_xw_3x4c8_gemmlowp__avx) |
Marat Dukhan | a3c1633 | 2021-04-02 15:03:27 -0700 | [diff] [blame] | 1095 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1096 | BENCHMARK_GEMM(qs8_gemm_2x4c2_fp32__sse41_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1097 | BENCHMARK_GEMM(qs8_gemm_3x4c2_fp32__sse41_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1098 | BENCHMARK_GEMM(qs8_gemm_4x4c2_fp32__sse41_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1099 | BENCHMARK_GEMM(qs8_gemm_2x4c2_fp32__sse41_ld128) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1100 | BENCHMARK_GEMM(qs8_gemm_3x4c2_fp32__sse41_ld128) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1101 | BENCHMARK_GEMM(qs8_gemm_4x4c2_fp32__sse41_ld128) |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1102 | BENCHMARK_GEMM(qs8_gemm_xw_2x4c2_gemmlowp__sse41) |
| 1103 | BENCHMARK_GEMM(qs8_gemm_xw_3x4c2_gemmlowp__sse41) |
| 1104 | BENCHMARK_GEMM(qs8_gemm_xw_4x4c2_gemmlowp__sse41) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1105 | BENCHMARK_GEMM(qs8_gemm_2x4c8_fp32__sse41_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1106 | BENCHMARK_GEMM(qs8_gemm_3x4c8_fp32__sse41_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1107 | BENCHMARK_GEMM(qs8_gemm_2x4c8_fp32__sse41_ld128) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1108 | BENCHMARK_GEMM(qs8_gemm_3x4c8_fp32__sse41_ld128) |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1109 | BENCHMARK_GEMM(qs8_gemm_xw_2x4c8_gemmlowp__sse41) |
| 1110 | BENCHMARK_GEMM(qs8_gemm_xw_3x4c8_gemmlowp__sse41) |
Marat Dukhan | 683fab3 | 2020-08-03 19:42:52 -0700 | [diff] [blame] | 1111 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1112 | BENCHMARK_GEMM(qs8_gemm_xw_2x4c2_gemmlowp__ssse3) |
| 1113 | BENCHMARK_GEMM(qs8_gemm_xw_3x4c2_gemmlowp__ssse3) |
| 1114 | BENCHMARK_GEMM(qs8_gemm_xw_4x4c2_gemmlowp__ssse3) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1115 | BENCHMARK_GEMM(qs8_gemm_2x4c8_fp32__ssse3_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1116 | BENCHMARK_GEMM(qs8_gemm_3x4c8_fp32__ssse3_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1117 | BENCHMARK_GEMM(qs8_gemm_2x4c8_fp32__ssse3_ld128) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1118 | BENCHMARK_GEMM(qs8_gemm_3x4c8_fp32__ssse3_ld128) |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1119 | BENCHMARK_GEMM(qs8_gemm_xw_2x4c8_gemmlowp__ssse3) |
| 1120 | BENCHMARK_GEMM(qs8_gemm_xw_3x4c8_gemmlowp__ssse3) |
Marat Dukhan | 683fab3 | 2020-08-03 19:42:52 -0700 | [diff] [blame] | 1121 | |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1122 | BENCHMARK_GEMM(qs8_gemm_2x4c2_fp32__sse2_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1123 | BENCHMARK_GEMM(qs8_gemm_3x4c2_fp32__sse2_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1124 | BENCHMARK_GEMM(qs8_gemm_4x4c2_fp32__sse2_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1125 | BENCHMARK_GEMM(qs8_gemm_2x4c2_fp32__sse2_ld128) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1126 | BENCHMARK_GEMM(qs8_gemm_3x4c2_fp32__sse2_ld128) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1127 | BENCHMARK_GEMM(qs8_gemm_4x4c2_fp32__sse2_ld128) |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1128 | BENCHMARK_GEMM(qs8_gemm_xw_2x4c2_gemmlowp__sse2) |
| 1129 | BENCHMARK_GEMM(qs8_gemm_xw_3x4c2_gemmlowp__sse2) |
| 1130 | BENCHMARK_GEMM(qs8_gemm_xw_4x4c2_gemmlowp__sse2) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1131 | BENCHMARK_GEMM(qs8_gemm_2x4c8_fp32__sse2_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1132 | BENCHMARK_GEMM(qs8_gemm_3x4c8_fp32__sse2_ld64) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1133 | BENCHMARK_GEMM(qs8_gemm_2x4c8_fp32__sse2_ld128) |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 1134 | BENCHMARK_GEMM(qs8_gemm_3x4c8_fp32__sse2_ld128) |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1135 | BENCHMARK_GEMM(qs8_gemm_xw_2x4c8_gemmlowp__sse2) |
| 1136 | BENCHMARK_GEMM(qs8_gemm_xw_3x4c8_gemmlowp__sse2) |
Marat Dukhan | 27203da | 2020-08-05 15:19:03 -0700 | [diff] [blame] | 1137 | #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 |
| 1138 | |
Marat Dukhan | 725f47e | 2021-05-22 10:06:19 -0700 | [diff] [blame] | 1139 | |
Marat Dukhan | 27203da | 2020-08-05 15:19:03 -0700 | [diff] [blame] | 1140 | #if XNN_ARCH_WASMSIMD |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1141 | static void qs8_gemm_2x4c8_gemmlowp__wasmsimd_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 1142 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x4c8__wasmsimd_ld64, 2, 4, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 1143 | xnn_init_qs8_conv_minmax_gemmlowp_wasmsimd_params); |
Marat Dukhan | 27203da | 2020-08-05 15:19:03 -0700 | [diff] [blame] | 1144 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1145 | static void qs8_gemm_3x4c8_gemmlowp__wasmsimd_ld64(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 1146 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x4c8__wasmsimd_ld64, 3, 4, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 1147 | xnn_init_qs8_conv_minmax_gemmlowp_wasmsimd_params); |
Marat Dukhan | 27203da | 2020-08-05 15:19:03 -0700 | [diff] [blame] | 1148 | } |
| 1149 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1150 | static void qs8_gemm_2x4c8_gemmlowp__wasmsimd_ld128(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 1151 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x4c8__wasmsimd_ld128, 2, 4, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 1152 | xnn_init_qs8_conv_minmax_gemmlowp_wasmsimd_params); |
Marat Dukhan | 27203da | 2020-08-05 15:19:03 -0700 | [diff] [blame] | 1153 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1154 | static void qs8_gemm_3x4c8_gemmlowp__wasmsimd_ld128(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 1155 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x4c8__wasmsimd_ld128, 3, 4, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 1156 | xnn_init_qs8_conv_minmax_gemmlowp_wasmsimd_params); |
Marat Dukhan | 27203da | 2020-08-05 15:19:03 -0700 | [diff] [blame] | 1157 | } |
| 1158 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1159 | static void qs8_gemm_xw_2x4c8_gemmlowp__wasmsimd(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 1160 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_2x4c8__wasmsimd, 2, 4, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 1161 | xnn_init_qs8_conv_minmax_gemmlowp_wasmsimd_params, nullptr, true); |
Marat Dukhan | 27203da | 2020-08-05 15:19:03 -0700 | [diff] [blame] | 1162 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1163 | static void qs8_gemm_xw_3x4c8_gemmlowp__wasmsimd(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 1164 | GEMMBenchmark(state, xnn_qs8_gemm_xw_minmax_gemmlowp_ukernel_3x4c8__wasmsimd, 3, 4, 8, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 1165 | xnn_init_qs8_conv_minmax_gemmlowp_wasmsimd_params, nullptr, true); |
Marat Dukhan | 27203da | 2020-08-05 15:19:03 -0700 | [diff] [blame] | 1166 | } |
| 1167 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1168 | BENCHMARK_GEMM(qs8_gemm_2x4c8_gemmlowp__wasmsimd_ld64) |
| 1169 | BENCHMARK_GEMM(qs8_gemm_3x4c8_gemmlowp__wasmsimd_ld64) |
| 1170 | BENCHMARK_GEMM(qs8_gemm_2x4c8_gemmlowp__wasmsimd_ld128) |
| 1171 | BENCHMARK_GEMM(qs8_gemm_3x4c8_gemmlowp__wasmsimd_ld128) |
| 1172 | BENCHMARK_GEMM(qs8_gemm_xw_2x4c8_gemmlowp__wasmsimd) |
| 1173 | BENCHMARK_GEMM(qs8_gemm_xw_3x4c8_gemmlowp__wasmsimd) |
Marat Dukhan | 27203da | 2020-08-05 15:19:03 -0700 | [diff] [blame] | 1174 | #endif // XNN_ARCH_WASMSIMD |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 1175 | |
Marat Dukhan | 725f47e | 2021-05-22 10:06:19 -0700 | [diff] [blame] | 1176 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1177 | static void qs8_gemm_2x2_gemmlowp__scalar(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 1178 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x2__scalar, 2, 2, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 1179 | xnn_init_qs8_conv_minmax_gemmlowp_scalar_params); |
Marat Dukhan | a1a4e78 | 2021-05-07 17:49:47 -0700 | [diff] [blame] | 1180 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1181 | static void qs8_gemm_3x2_gemmlowp__scalar(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 1182 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x2__scalar, 3, 2, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 1183 | xnn_init_qs8_conv_minmax_gemmlowp_scalar_params); |
Marat Dukhan | a1a4e78 | 2021-05-07 17:49:47 -0700 | [diff] [blame] | 1184 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1185 | static void qs8_gemm_4x2_gemmlowp__scalar(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 1186 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x2__scalar, 4, 2, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 1187 | xnn_init_qs8_conv_minmax_gemmlowp_scalar_params); |
Marat Dukhan | a1a4e78 | 2021-05-07 17:49:47 -0700 | [diff] [blame] | 1188 | } |
| 1189 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1190 | static void qs8_gemm_2x4_gemmlowp__scalar(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 1191 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_2x4__scalar, 2, 4, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 1192 | xnn_init_qs8_conv_minmax_gemmlowp_scalar_params); |
Marat Dukhan | a1a4e78 | 2021-05-07 17:49:47 -0700 | [diff] [blame] | 1193 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1194 | static void qs8_gemm_3x4_gemmlowp__scalar(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 1195 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_3x4__scalar, 3, 4, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 1196 | xnn_init_qs8_conv_minmax_gemmlowp_scalar_params); |
Marat Dukhan | a1a4e78 | 2021-05-07 17:49:47 -0700 | [diff] [blame] | 1197 | } |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1198 | static void qs8_gemm_4x4_gemmlowp__scalar(benchmark::State& state, const char* net) { |
Marat Dukhan | b07c26a | 2021-05-24 19:44:51 -0700 | [diff] [blame] | 1199 | GEMMBenchmark(state, xnn_qs8_gemm_minmax_gemmlowp_ukernel_4x4__scalar, 4, 4, 1, 1, |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 1200 | xnn_init_qs8_conv_minmax_gemmlowp_scalar_params); |
Marat Dukhan | a1a4e78 | 2021-05-07 17:49:47 -0700 | [diff] [blame] | 1201 | } |
| 1202 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1203 | BENCHMARK_GEMM(qs8_gemm_2x2_gemmlowp__scalar) |
| 1204 | BENCHMARK_GEMM(qs8_gemm_3x2_gemmlowp__scalar) |
| 1205 | BENCHMARK_GEMM(qs8_gemm_4x2_gemmlowp__scalar) |
Marat Dukhan | a1a4e78 | 2021-05-07 17:49:47 -0700 | [diff] [blame] | 1206 | |
Marat Dukhan | 8102593 | 2021-05-26 09:01:05 -0700 | [diff] [blame] | 1207 | BENCHMARK_GEMM(qs8_gemm_2x4_gemmlowp__scalar) |
| 1208 | BENCHMARK_GEMM(qs8_gemm_3x4_gemmlowp__scalar) |
| 1209 | BENCHMARK_GEMM(qs8_gemm_4x4_gemmlowp__scalar) |
Marat Dukhan | a1a4e78 | 2021-05-07 17:49:47 -0700 | [diff] [blame] | 1210 | |
Marat Dukhan | 725f47e | 2021-05-22 10:06:19 -0700 | [diff] [blame] | 1211 | |
Frank Barchard | 31328cb | 2020-10-12 11:55:18 -0700 | [diff] [blame] | 1212 | #ifdef BENCHMARK_RUY |
| 1213 | BENCHMARK_GEMM(ruy_st) |
| 1214 | #endif // BENCHMARK_RUY |
| 1215 | |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 1216 | #ifndef XNNPACK_BENCHMARK_NO_MAIN |
| 1217 | BENCHMARK_MAIN(); |
| 1218 | #endif |