// 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 #include "bench/utils.h" #include #include #include #include static void f16_relu( benchmark::State& state, xnn_f16_relu_ukernel_function f16_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)); auto f16rng = std::bind(fp16_ieee_from_fp32_value, f32rng); std::vector> x(elements); std::generate(x.begin(), x.end(), std::ref(f16rng)); std::vector> y(elements); std::generate(x.begin(), x.end(), std::ref(f16rng)); for (auto _ : state) { f16_relu(elements * sizeof(uint16_t), 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(uint16_t); state.counters["bytes"] = benchmark::Counter(uint64_t(state.iterations()) * bytes_per_iteration, benchmark::Counter::kIsRate); } #if XNN_ARCH_ARM64 BENCHMARK_CAPTURE(f16_relu, neonfp16arith_x8, xnn_f16_relu_ukernel__neonfp16arith_x8, benchmark::utils::CheckNEONFP16ARITH) ->RangeMultiplier(10) ->Range(1000, 100000000) ->UseRealTime(); BENCHMARK_CAPTURE(f16_relu, neonfp16arith_x16, xnn_f16_relu_ukernel__neonfp16arith_x16, benchmark::utils::CheckNEONFP16ARITH) ->RangeMultiplier(10) ->Range(1000, 100000000) ->UseRealTime(); #endif // XNN_ARCH_ARM64 #ifndef XNNPACK_BENCHMARK_NO_MAIN BENCHMARK_MAIN(); #endif