Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -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" |
| 14 | |
| 15 | #include <xnnpack/AlignedAllocator.h> |
| 16 | #include <xnnpack/common.h> |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 17 | #include <xnnpack/params.h> |
| 18 | #include <xnnpack/params-init.h> |
Marat Dukhan | a91559a | 2021-05-05 23:58:21 -0700 | [diff] [blame] | 19 | #include <xnnpack/vunary.h> |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 20 | |
| 21 | |
Marat Dukhan | 6674d69 | 2021-05-05 22:27:00 -0700 | [diff] [blame] | 22 | static void f32_vhswish( |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 23 | benchmark::State& state, |
Marat Dukhan | 6674d69 | 2021-05-05 22:27:00 -0700 | [diff] [blame] | 24 | xnn_f32_vhswish_ukernel_function hswish, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 25 | xnn_init_f32_hswish_params_fn init_params, |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 26 | benchmark::utils::IsaCheckFunction isa_check = nullptr) |
| 27 | { |
| 28 | if (isa_check && !isa_check(state)) { |
| 29 | return; |
| 30 | } |
| 31 | |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 32 | const size_t num_elements = state.range(0); |
| 33 | std::vector<float, AlignedAllocator<float, 64>> input(num_elements); |
| 34 | std::vector<float, AlignedAllocator<float, 64>> output(num_elements); |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 35 | |
| 36 | std::random_device random_device; |
| 37 | auto rng = std::mt19937(random_device()); |
| 38 | auto f32rng = std::bind(std::uniform_real_distribution<float>(-10.0f, 10.0f), std::ref(rng)); |
| 39 | std::generate(input.begin(), input.end(), std::ref(f32rng)); |
| 40 | std::fill(output.begin(), output.end(), std::nanf("")); |
| 41 | |
Marat Dukhan | f56f4c4 | 2021-05-17 01:47:20 -0700 | [diff] [blame] | 42 | union xnn_f32_hswish_params params; |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 43 | init_params(¶ms); |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 44 | for (auto _ : state) { |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 45 | hswish(num_elements * sizeof(float), input.data(), output.data(), ¶ms); |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 46 | } |
| 47 | |
| 48 | const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency(); |
| 49 | if (cpu_frequency != 0) { |
| 50 | state.counters["cpufreq"] = cpu_frequency; |
| 51 | } |
| 52 | |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 53 | const size_t elements_per_iteration = num_elements; |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 54 | state.counters["elements"] = |
| 55 | benchmark::Counter(uint64_t(state.iterations()) * elements_per_iteration, benchmark::Counter::kIsRate); |
| 56 | |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 57 | const size_t bytes_per_iteration = 2 * num_elements * sizeof(float); |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 58 | state.counters["bytes"] = |
| 59 | benchmark::Counter(uint64_t(state.iterations()) * bytes_per_iteration, benchmark::Counter::kIsRate); |
| 60 | } |
| 61 | |
| 62 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 63 | BENCHMARK_CAPTURE(f32_vhswish, neon_x4, |
| 64 | xnn_f32_vhswish_ukernel__neon_x4, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 65 | xnn_init_f32_hswish_scalar_params, |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 66 | benchmark::utils::CheckNEON) |
| 67 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 68 | ->UseRealTime(); |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 69 | BENCHMARK_CAPTURE(f32_vhswish, neon_x8, |
| 70 | xnn_f32_vhswish_ukernel__neon_x8, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 71 | xnn_init_f32_hswish_scalar_params, |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 72 | benchmark::utils::CheckNEON) |
| 73 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 74 | ->UseRealTime(); |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 75 | BENCHMARK_CAPTURE(f32_vhswish, neon_x16, |
| 76 | xnn_f32_vhswish_ukernel__neon_x16, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 77 | xnn_init_f32_hswish_scalar_params, |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 78 | benchmark::utils::CheckNEON) |
| 79 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | 55dde5b | 2020-07-10 22:48:54 -0700 | [diff] [blame] | 80 | ->UseRealTime(); |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 81 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 82 | |
| 83 | #if XNN_ARCH_X86 || XNN_ARCH_X86_64 |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 84 | BENCHMARK_CAPTURE(f32_vhswish, sse_x4, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 85 | xnn_f32_vhswish_ukernel__sse_x4, |
| 86 | xnn_init_f32_hswish_sse_params) |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 87 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 88 | ->UseRealTime(); |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 89 | BENCHMARK_CAPTURE(f32_vhswish, sse_x8, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 90 | xnn_f32_vhswish_ukernel__sse_x8, |
| 91 | xnn_init_f32_hswish_sse_params) |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 92 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 93 | ->UseRealTime(); |
| 94 | |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 95 | BENCHMARK_CAPTURE(f32_vhswish, avx_x8, |
| 96 | xnn_f32_vhswish_ukernel__avx_x8, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 97 | xnn_init_f32_hswish_avx_params, |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 98 | benchmark::utils::CheckAVX) |
| 99 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 100 | ->UseRealTime(); |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 101 | BENCHMARK_CAPTURE(f32_vhswish, avx_x16, |
| 102 | xnn_f32_vhswish_ukernel__avx_x16, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 103 | xnn_init_f32_hswish_avx_params, |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 104 | benchmark::utils::CheckAVX) |
| 105 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 106 | ->UseRealTime(); |
| 107 | |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 108 | BENCHMARK_CAPTURE(f32_vhswish, fma3_x8, |
| 109 | xnn_f32_vhswish_ukernel__fma3_x8, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 110 | xnn_init_f32_hswish_avx_params, |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 111 | benchmark::utils::CheckFMA3) |
| 112 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 113 | ->UseRealTime(); |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 114 | BENCHMARK_CAPTURE(f32_vhswish, fma3_x16, |
| 115 | xnn_f32_vhswish_ukernel__fma3_x16, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 116 | xnn_init_f32_hswish_avx_params, |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 117 | benchmark::utils::CheckFMA3) |
| 118 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 119 | ->UseRealTime(); |
| 120 | |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 121 | BENCHMARK_CAPTURE(f32_vhswish, avx512f_x16, |
| 122 | xnn_f32_vhswish_ukernel__avx512f_x16, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 123 | xnn_init_f32_hswish_avx512_params, |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 124 | benchmark::utils::CheckAVX512F) |
| 125 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 126 | ->UseRealTime(); |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 127 | BENCHMARK_CAPTURE(f32_vhswish, avx512f_x32, |
| 128 | xnn_f32_vhswish_ukernel__avx512f_x32, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 129 | xnn_init_f32_hswish_avx512_params, |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 130 | benchmark::utils::CheckAVX512F) |
| 131 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 132 | ->UseRealTime(); |
| 133 | #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 |
| 134 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 135 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 136 | BENCHMARK_CAPTURE(f32_vhswish, wasmsimd_x4, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 137 | xnn_f32_vhswish_ukernel__wasmsimd_x4, |
| 138 | xnn_init_f32_hswish_wasmsimd_params) |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 139 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 140 | ->UseRealTime(); |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 141 | BENCHMARK_CAPTURE(f32_vhswish, wasmsimd_x8, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 142 | xnn_f32_vhswish_ukernel__wasmsimd_x8, |
| 143 | xnn_init_f32_hswish_wasmsimd_params) |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 144 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 145 | ->UseRealTime(); |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 146 | BENCHMARK_CAPTURE(f32_vhswish, wasmsimd_x16, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 147 | xnn_f32_vhswish_ukernel__wasmsimd_x16, |
| 148 | xnn_init_f32_hswish_wasmsimd_params) |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 149 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | c303fe6 | 2020-06-26 10:09:25 -0700 | [diff] [blame] | 150 | ->UseRealTime(); |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 151 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 152 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 153 | #if XNN_ARCH_WASM || XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 154 | BENCHMARK_CAPTURE(f32_vhswish, wasm_x1, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 155 | xnn_f32_vhswish_ukernel__wasm_x1, |
| 156 | xnn_init_f32_hswish_scalar_params) |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 157 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 158 | ->UseRealTime(); |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 159 | BENCHMARK_CAPTURE(f32_vhswish, wasm_x2, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 160 | xnn_f32_vhswish_ukernel__wasm_x2, |
| 161 | xnn_init_f32_hswish_scalar_params) |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 162 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 163 | ->UseRealTime(); |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 164 | BENCHMARK_CAPTURE(f32_vhswish, wasm_x4, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 165 | xnn_f32_vhswish_ukernel__wasm_x4, |
| 166 | xnn_init_f32_hswish_scalar_params) |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 167 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 168 | ->UseRealTime(); |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 169 | #endif // XNN_ARCH_WASM || XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 170 | |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 171 | BENCHMARK_CAPTURE(f32_vhswish, scalar_x1, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 172 | xnn_f32_vhswish_ukernel__scalar_x1, |
| 173 | xnn_init_f32_hswish_scalar_params) |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 174 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 175 | ->UseRealTime(); |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 176 | BENCHMARK_CAPTURE(f32_vhswish, scalar_x2, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 177 | xnn_f32_vhswish_ukernel__scalar_x2, |
| 178 | xnn_init_f32_hswish_scalar_params) |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 179 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 180 | ->UseRealTime(); |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 181 | BENCHMARK_CAPTURE(f32_vhswish, scalar_x4, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 182 | xnn_f32_vhswish_ukernel__scalar_x4, |
| 183 | xnn_init_f32_hswish_scalar_params) |
Marat Dukhan | 8634f7e | 2021-08-06 22:09:51 -0700 | [diff] [blame] | 184 | ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>) |
Marat Dukhan | a11ca34 | 2020-06-25 23:45:07 -0700 | [diff] [blame] | 185 | ->UseRealTime(); |
| 186 | |
| 187 | #ifndef XNNPACK_BENCHMARK_NO_MAIN |
| 188 | BENCHMARK_MAIN(); |
| 189 | #endif |