| // Copyright 2020 Google LLC |
| // |
| // This source code is licensed under the BSD-style license found in the |
| // LICENSE file in the root directory of this source tree. |
| |
| #include <algorithm> |
| #include <cmath> |
| #include <functional> |
| #include <random> |
| #include <vector> |
| |
| #include <benchmark/benchmark.h> |
| #include "bench/utils.h" |
| #include <xnnpack/AlignedAllocator.h> |
| #include <xnnpack/common.h> |
| #include <xnnpack/params.h> |
| #include <xnnpack/vunary.h> |
| |
| |
| static void f32_relu( |
| benchmark::State& state, |
| xnn_f32_relu_ukernel_function f32_relu) |
| { |
| const size_t n = state.range(0); |
| |
| std::random_device random_device; |
| auto rng = std::mt19937(random_device()); |
| auto f32rng = std::bind(std::uniform_real_distribution<float>(-10.0f, 10.0f), std::ref(rng)); |
| |
| std::vector<float, AlignedAllocator<float, 64>> x(n); |
| std::generate(x.begin(), x.end(), std::ref(f32rng)); |
| std::vector<float, AlignedAllocator<float, 64>> y(n); |
| std::generate(x.begin(), x.end(), std::ref(f32rng)); |
| |
| for (auto _ : state) { |
| f32_relu(n * sizeof(float), x.data(), y.data(), NULL); |
| } |
| |
| state.counters["Freq"] = benchmark::utils::GetCurrentCpuFrequency(); |
| |
| state.counters["elements"] = |
| benchmark::Counter(uint64_t(state.iterations()) * n, benchmark::Counter::kIsRate); |
| |
| state.counters["bytes"] = |
| benchmark::Counter(uint64_t(state.iterations()) * n * sizeof(float), benchmark::Counter::kIsRate); |
| } |
| |
| #if XNN_ARCH_X86 || XNN_ARCH_X86_64 |
| BENCHMARK_CAPTURE(f32_relu, sse_x4, xnn_f32_relu_ukernel__sse_x4) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(f32_relu, sse_x8, xnn_f32_relu_ukernel__sse_x8) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(f32_relu, avx_x8, xnn_f32_relu_ukernel__avx_x8) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(f32_relu, avx_x16, xnn_f32_relu_ukernel__avx_x16) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(f32_relu, avx512f_x16, xnn_f32_relu_ukernel__avx512f_x16) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(f32_relu, avx512f_x32, xnn_f32_relu_ukernel__avx512f_x32) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 |
| |
| #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| BENCHMARK_CAPTURE(f32_relu, neon_x4, xnn_f32_relu_ukernel__neon_x4) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| BENCHMARK_CAPTURE(f32_relu, neon_x8, xnn_f32_relu_ukernel__neon_x8) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| |
| |
| #if XNN_ARCH_WASM || XNN_ARCH_WASMSIMD |
| BENCHMARK_CAPTURE(f32_relu, wasm_x1, xnn_f32_relu_ukernel__wasm_x1) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(f32_relu, wasm_x2, xnn_f32_relu_ukernel__wasm_x2) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(f32_relu, wasm_x4, xnn_f32_relu_ukernel__wasm_x4) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(f32_relu, wasm_x8, xnn_f32_relu_ukernel__wasm_x8) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(f32_relu, wasm32_shr_x1, xnn_f32_relu_ukernel__wasm32_shr_x1) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(f32_relu, wasm32_shr_x2, xnn_f32_relu_ukernel__wasm32_shr_x2) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(f32_relu, wasm32_shr_x4, xnn_f32_relu_ukernel__wasm32_shr_x4) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| #endif // XNN_ARCH_WASM || XNN_ARCH_WASMSIMD |
| |
| #if XNN_ARCH_WASMSIMD |
| BENCHMARK_CAPTURE(f32_relu, wasmsimd_x4, xnn_f32_relu_ukernel__wasmsimd_x4) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(f32_relu, wasmsimd_x8, xnn_f32_relu_ukernel__wasmsimd_x8) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(f32_relu, wasmsimd_x16, xnn_f32_relu_ukernel__wasmsimd_x16) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| #endif // XNN_ARCH_WASMSIMD |
| |
| BENCHMARK_CAPTURE(f32_relu, scalar_x1, xnn_f32_relu_ukernel__scalar_x1) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(f32_relu, scalar_x2, xnn_f32_relu_ukernel__scalar_x2) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(f32_relu, scalar_x4, xnn_f32_relu_ukernel__scalar_x4) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(f32_relu, scalar_x8, xnn_f32_relu_ukernel__scalar_x8) |
| ->RangeMultiplier(10) |
| ->Range(1000, 100000000) |
| ->UseRealTime(); |
| |
| #ifndef XNNPACK_BENCHMARK_NO_MAIN |
| BENCHMARK_MAIN(); |
| #endif |