Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -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 <cmath> |
| 8 | #include <functional> |
| 9 | #include <random> |
| 10 | #include <vector> |
| 11 | |
| 12 | #include <benchmark/benchmark.h> |
| 13 | #include "bench/utils.h" |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 14 | |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 15 | #include <xnnpack/AlignedAllocator.h> |
| 16 | #include <xnnpack/common.h> |
| 17 | #include <xnnpack/params.h> |
| 18 | #include <xnnpack/vunary.h> |
| 19 | |
| 20 | |
Marat Dukhan | 6674d69 | 2021-05-05 22:27:00 -0700 | [diff] [blame] | 21 | static void f32_vrelu( |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 22 | benchmark::State& state, |
Marat Dukhan | 6674d69 | 2021-05-05 22:27:00 -0700 | [diff] [blame] | 23 | xnn_f32_vrelu_ukernel_function f32_vrelu, |
Marat Dukhan | 4e89587 | 2020-12-04 15:27:45 -0800 | [diff] [blame] | 24 | benchmark::utils::IsaCheckFunction isa_check = nullptr) |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 25 | { |
Marat Dukhan | 4e89587 | 2020-12-04 15:27:45 -0800 | [diff] [blame] | 26 | if (isa_check && !isa_check(state)) { |
| 27 | return; |
| 28 | } |
| 29 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 30 | const size_t num_elements = state.range(0); |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 31 | |
| 32 | std::random_device random_device; |
| 33 | auto rng = std::mt19937(random_device()); |
Marat Dukhan | 44f0ca7 | 2020-08-02 21:46:58 -0700 | [diff] [blame] | 34 | auto f32rng = std::bind(std::uniform_real_distribution<float>(-10.0f, 10.0f), std::ref(rng)); |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 35 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 36 | std::vector<float, AlignedAllocator<float, 64>> x(num_elements); |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 37 | std::generate(x.begin(), x.end(), std::ref(f32rng)); |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 38 | std::vector<float, AlignedAllocator<float, 64>> y(num_elements); |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 39 | std::generate(x.begin(), x.end(), std::ref(f32rng)); |
| 40 | |
| 41 | for (auto _ : state) { |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 42 | f32_vrelu(num_elements * sizeof(float), x.data(), y.data(), NULL); |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 43 | } |
| 44 | |
Marat Dukhan | d713e8a | 2020-12-04 14:23:12 -0800 | [diff] [blame] | 45 | const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency(); |
| 46 | if (cpu_frequency != 0) { |
| 47 | state.counters["cpufreq"] = cpu_frequency; |
| 48 | } |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 49 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 50 | const size_t elements_per_iteration = num_elements; |
Marat Dukhan | d713e8a | 2020-12-04 14:23:12 -0800 | [diff] [blame] | 51 | state.counters["elements"] = |
| 52 | benchmark::Counter(uint64_t(state.iterations()) * elements_per_iteration, benchmark::Counter::kIsRate); |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 53 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 54 | const size_t bytes_per_iteration = 2 * num_elements * sizeof(float); |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 55 | state.counters["bytes"] = |
Marat Dukhan | d713e8a | 2020-12-04 14:23:12 -0800 | [diff] [blame] | 56 | benchmark::Counter(uint64_t(state.iterations()) * bytes_per_iteration, benchmark::Counter::kIsRate); |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 57 | } |
| 58 | |
| 59 | #if XNN_ARCH_X86 || XNN_ARCH_X86_64 |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 60 | BENCHMARK_CAPTURE(f32_vrelu, sse_x4, |
| 61 | xnn_f32_vrelu_ukernel__sse_x4) |
| 62 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 63 | ->UseRealTime(); |
| 64 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 65 | BENCHMARK_CAPTURE(f32_vrelu, sse_x8, |
| 66 | xnn_f32_vrelu_ukernel__sse_x8) |
| 67 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 68 | ->UseRealTime(); |
| 69 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 70 | BENCHMARK_CAPTURE(f32_vrelu, avx_x8, |
| 71 | xnn_f32_vrelu_ukernel__avx_x8, |
| 72 | benchmark::utils::CheckAVX) |
| 73 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 74 | ->UseRealTime(); |
| 75 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 76 | BENCHMARK_CAPTURE(f32_vrelu, avx_x16, |
| 77 | xnn_f32_vrelu_ukernel__avx_x16, |
| 78 | benchmark::utils::CheckAVX) |
| 79 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 80 | ->UseRealTime(); |
| 81 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 82 | BENCHMARK_CAPTURE(f32_vrelu, avx512f_x16, |
| 83 | xnn_f32_vrelu_ukernel__avx512f_x16, |
| 84 | benchmark::utils::CheckAVX512F) |
| 85 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 86 | ->UseRealTime(); |
| 87 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 88 | BENCHMARK_CAPTURE(f32_vrelu, avx512f_x32, |
| 89 | xnn_f32_vrelu_ukernel__avx512f_x32, |
| 90 | benchmark::utils::CheckAVX512F) |
| 91 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 92 | ->UseRealTime(); |
| 93 | #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 |
| 94 | |
| 95 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 96 | BENCHMARK_CAPTURE(f32_vrelu, neon_x4, |
| 97 | xnn_f32_vrelu_ukernel__neon_x4, |
| 98 | benchmark::utils::CheckNEON) |
| 99 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 100 | ->UseRealTime(); |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 101 | BENCHMARK_CAPTURE(f32_vrelu, neon_x8, |
| 102 | xnn_f32_vrelu_ukernel__neon_x8, |
| 103 | benchmark::utils::CheckNEON) |
| 104 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 105 | ->UseRealTime(); |
| 106 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 107 | |
| 108 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 109 | #if XNN_ARCH_WASM || XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 110 | BENCHMARK_CAPTURE(f32_vrelu, wasm_x1, |
| 111 | xnn_f32_vrelu_ukernel__wasm_x1) |
| 112 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 113 | ->UseRealTime(); |
| 114 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 115 | BENCHMARK_CAPTURE(f32_vrelu, wasm_x2, |
| 116 | xnn_f32_vrelu_ukernel__wasm_x2) |
| 117 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 118 | ->UseRealTime(); |
| 119 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 120 | BENCHMARK_CAPTURE(f32_vrelu, wasm_x4, |
| 121 | xnn_f32_vrelu_ukernel__wasm_x4) |
| 122 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 123 | ->UseRealTime(); |
Frank Barchard | 9f5ccb3 | 2020-08-17 14:00:51 -0700 | [diff] [blame] | 124 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 125 | BENCHMARK_CAPTURE(f32_vrelu, wasm_x8, |
| 126 | xnn_f32_vrelu_ukernel__wasm_x8) |
| 127 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 37297a6 | 2020-08-27 12:15:10 -0700 | [diff] [blame] | 128 | ->UseRealTime(); |
| 129 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 130 | BENCHMARK_CAPTURE(f32_vrelu, wasm32_shr_x1, |
| 131 | xnn_f32_vrelu_ukernel__wasm32_shr_x1) |
| 132 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 9f5ccb3 | 2020-08-17 14:00:51 -0700 | [diff] [blame] | 133 | ->UseRealTime(); |
| 134 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 135 | BENCHMARK_CAPTURE(f32_vrelu, wasm32_shr_x2, |
| 136 | xnn_f32_vrelu_ukernel__wasm32_shr_x2) |
| 137 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 9f5ccb3 | 2020-08-17 14:00:51 -0700 | [diff] [blame] | 138 | ->UseRealTime(); |
| 139 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 140 | BENCHMARK_CAPTURE(f32_vrelu, wasm32_shr_x4, |
| 141 | xnn_f32_vrelu_ukernel__wasm32_shr_x4) |
| 142 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 9f5ccb3 | 2020-08-17 14:00:51 -0700 | [diff] [blame] | 143 | ->UseRealTime(); |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 144 | #endif // XNN_ARCH_WASM || XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 145 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 146 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 147 | BENCHMARK_CAPTURE(f32_vrelu, wasmsimd_x4, |
| 148 | xnn_f32_vrelu_ukernel__wasmsimd_x4) |
| 149 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 150 | ->UseRealTime(); |
| 151 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 152 | BENCHMARK_CAPTURE(f32_vrelu, wasmsimd_x8, |
| 153 | xnn_f32_vrelu_ukernel__wasmsimd_x8) |
| 154 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 155 | ->UseRealTime(); |
Frank Barchard | 37297a6 | 2020-08-27 12:15:10 -0700 | [diff] [blame] | 156 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 157 | BENCHMARK_CAPTURE(f32_vrelu, wasmsimd_x16, |
| 158 | xnn_f32_vrelu_ukernel__wasmsimd_x16) |
| 159 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 37297a6 | 2020-08-27 12:15:10 -0700 | [diff] [blame] | 160 | ->UseRealTime(); |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 161 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 162 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 163 | BENCHMARK_CAPTURE(f32_vrelu, scalar_x1, |
| 164 | xnn_f32_vrelu_ukernel__scalar_x1) |
| 165 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 166 | ->UseRealTime(); |
| 167 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 168 | BENCHMARK_CAPTURE(f32_vrelu, scalar_x2, |
| 169 | xnn_f32_vrelu_ukernel__scalar_x2) |
| 170 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 171 | ->UseRealTime(); |
| 172 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 173 | BENCHMARK_CAPTURE(f32_vrelu, scalar_x4, |
| 174 | xnn_f32_vrelu_ukernel__scalar_x4) |
| 175 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 176 | ->UseRealTime(); |
| 177 | |
Marat Dukhan | 3b6c36e | 2021-08-06 22:03:01 -0700 | [diff] [blame] | 178 | BENCHMARK_CAPTURE(f32_vrelu, scalar_x8, |
| 179 | xnn_f32_vrelu_ukernel__scalar_x8) |
| 180 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Frank Barchard | 37297a6 | 2020-08-27 12:15:10 -0700 | [diff] [blame] | 181 | ->UseRealTime(); |
| 182 | |
Frank Barchard | 3c4a952 | 2020-07-18 16:11:22 -0700 | [diff] [blame] | 183 | #ifndef XNNPACK_BENCHMARK_NO_MAIN |
| 184 | BENCHMARK_MAIN(); |
| 185 | #endif |