// Copyright 2021 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 #include static void f32_vlrelu( benchmark::State& state, xnn_f32_vlrelu_ukernel_function vlrelu, xnn_init_f32_lrelu_params_fn init_params, benchmark::utils::IsaCheckFunction isa_check = nullptr) { if (isa_check && !isa_check(state)) { return; } const size_t elements = state.range(0); std::vector> input(elements); std::vector> output(elements); std::random_device random_device; auto rng = std::mt19937(random_device()); auto f32rng = std::bind(std::uniform_real_distribution(-5.0f, 5.0f), std::ref(rng)); std::generate(input.begin(), input.end(), std::ref(f32rng)); std::fill(output.begin(), output.end(), std::nanf("")); union xnn_f32_lrelu_params params; init_params(¶ms, 0.01f); for (auto _ : state) { vlrelu(elements * sizeof(float), input.data(), output.data(), ¶ms); } 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_ARM64 || XNN_ARCH_ARM64 BENCHMARK_CAPTURE(f32_vlrelu, neon_x4, xnn_f32_vlrelu_ukernel__neon_x4, xnn_init_f32_lrelu_scalar_params, benchmark::utils::CheckNEON) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f32_vlrelu, neon_x8, xnn_f32_vlrelu_ukernel__neon_x8, xnn_init_f32_lrelu_scalar_params, benchmark::utils::CheckNEON) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); #endif // XNN_ARCH_ARM64 || XNN_ARCH_ARM64 #if XNN_ARCH_X86 || XNN_ARCH_X86_64 BENCHMARK_CAPTURE(f32_vlrelu, sse_x4, xnn_f32_vlrelu_ukernel__sse_x4, xnn_init_f32_lrelu_sse_params) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f32_vlrelu, sse_x8, xnn_f32_vlrelu_ukernel__sse_x8, xnn_init_f32_lrelu_sse_params) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f32_vlrelu, sse2_x4, xnn_f32_vlrelu_ukernel__sse2_x4, xnn_init_f32_lrelu_sse_params) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f32_vlrelu, sse2_x8, xnn_f32_vlrelu_ukernel__sse2_x8, xnn_init_f32_lrelu_sse_params) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f32_vlrelu, sse41_x4, xnn_f32_vlrelu_ukernel__sse41_x4, xnn_init_f32_lrelu_sse_params, benchmark::utils::CheckSSE41) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f32_vlrelu, sse41_x8, xnn_f32_vlrelu_ukernel__sse41_x8, xnn_init_f32_lrelu_sse_params, benchmark::utils::CheckSSE41) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f32_vlrelu, avx_x8, xnn_f32_vlrelu_ukernel__avx_x8, xnn_init_f32_lrelu_avx_params, benchmark::utils::CheckAVX) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f32_vlrelu, avx_x16, xnn_f32_vlrelu_ukernel__avx_x16, xnn_init_f32_lrelu_avx_params, benchmark::utils::CheckAVX) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f32_vlrelu, avx512f_x16, xnn_f32_vlrelu_ukernel__avx512f_x16, xnn_init_f32_lrelu_scalar_params, benchmark::utils::CheckAVX512F) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f32_vlrelu, avx512f_x32, xnn_f32_vlrelu_ukernel__avx512f_x32, xnn_init_f32_lrelu_scalar_params, benchmark::utils::CheckAVX512F) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD BENCHMARK_CAPTURE(f32_vlrelu, wasmsimd_bitselect_x4, xnn_f32_vlrelu_ukernel__wasmsimd_bitselect_x4, xnn_init_f32_lrelu_wasmsimd_params) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f32_vlrelu, wasmsimd_bitselect_x8, xnn_f32_vlrelu_ukernel__wasmsimd_bitselect_x8, xnn_init_f32_lrelu_wasmsimd_params) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f32_vlrelu, wasmsimd_minmax_x4, xnn_f32_vlrelu_ukernel__wasmsimd_minmax_x4, xnn_init_f32_lrelu_wasmsimd_params) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f32_vlrelu, wasmsimd_minmax_x8, xnn_f32_vlrelu_ukernel__wasmsimd_minmax_x8, xnn_init_f32_lrelu_wasmsimd_params) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD #if XNN_ARCH_WASM || XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD BENCHMARK_CAPTURE(f32_vlrelu, wasm_x1, xnn_f32_vlrelu_ukernel__wasm_x1, xnn_init_f32_lrelu_scalar_params) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f32_vlrelu, wasm_x2, xnn_f32_vlrelu_ukernel__wasm_x2, xnn_init_f32_lrelu_scalar_params) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f32_vlrelu, wasm_x4, xnn_f32_vlrelu_ukernel__wasm_x4, xnn_init_f32_lrelu_scalar_params) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); #endif // XNN_ARCH_WASM || XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD BENCHMARK_CAPTURE(f32_vlrelu, scalar_x1, xnn_f32_vlrelu_ukernel__scalar_x1, xnn_init_f32_lrelu_scalar_params) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f32_vlrelu, scalar_x2, xnn_f32_vlrelu_ukernel__scalar_x2, xnn_init_f32_lrelu_scalar_params) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f32_vlrelu, scalar_x4, xnn_f32_vlrelu_ukernel__scalar_x4, xnn_init_f32_lrelu_scalar_params) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); #ifndef XNNPACK_BENCHMARK_NO_MAIN BENCHMARK_MAIN(); #endif