// 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 #include #include #include #include #include #include "bench/utils.h" #include #include #include #include static void f32_relu( benchmark::State& state, xnn_f32_relu_ukernel_function f32_relu, benchmark::utils::IsaCheckFunction isa_check = nullptr) { if (isa_check && !isa_check(state)) { return; } const size_t elements = state.range(0); std::random_device random_device; auto rng = std::mt19937(random_device()); auto f32rng = std::bind(std::uniform_real_distribution(-10.0f, 10.0f), std::ref(rng)); std::vector> x(elements); std::generate(x.begin(), x.end(), std::ref(f32rng)); std::vector> y(elements); std::generate(x.begin(), x.end(), std::ref(f32rng)); for (auto _ : state) { f32_relu(elements * sizeof(float), x.data(), y.data(), NULL); } const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency(); if (cpu_frequency != 0) { state.counters["cpufreq"] = cpu_frequency; } const size_t elements_per_iteration = elements; state.counters["elements"] = benchmark::Counter(uint64_t(state.iterations()) * elements_per_iteration, benchmark::Counter::kIsRate); const size_t bytes_per_iteration = 2 * elements * sizeof(float); state.counters["bytes"] = benchmark::Counter(uint64_t(state.iterations()) * bytes_per_iteration, 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, benchmark::utils::CheckAVX) ->RangeMultiplier(10) ->Range(1000, 100000000) ->UseRealTime(); BENCHMARK_CAPTURE(f32_relu, avx_x16, xnn_f32_relu_ukernel__avx_x16, benchmark::utils::CheckAVX) ->RangeMultiplier(10) ->Range(1000, 100000000) ->UseRealTime(); BENCHMARK_CAPTURE(f32_relu, avx512f_x16, xnn_f32_relu_ukernel__avx512f_x16, benchmark::utils::CheckAVX512F) ->RangeMultiplier(10) ->Range(1000, 100000000) ->UseRealTime(); BENCHMARK_CAPTURE(f32_relu, avx512f_x32, xnn_f32_relu_ukernel__avx512f_x32, benchmark::utils::CheckAVX512F) ->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, benchmark::utils::CheckNEON) ->RangeMultiplier(10) ->Range(1000, 100000000) ->UseRealTime(); BENCHMARK_CAPTURE(f32_relu, neon_x8, xnn_f32_relu_ukernel__neon_x8, benchmark::utils::CheckNEON) ->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