// Copyright 2022 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 #include #include #include static void f16_raddstoreexpminusmax( benchmark::State& state, xnn_f16_rmax_ukernel_function rmax, xnn_f16_raddstoreexpminusmax_ukernel_function raddstoreexpminusmax, xnn_init_f16_expminus_params_fn init_params, benchmark::utils::IsaCheckFunction isa_check = nullptr) { if (isa_check && !isa_check(state)) { return; } const size_t elements = state.range(0); const size_t cache_line_size_max = 128; const size_t packed_elements = benchmark::utils::RoundUp(elements, cache_line_size_max / sizeof(uint16_t)); std::random_device random_device; auto rng = std::mt19937(random_device()); auto f32rng = std::bind(std::uniform_real_distribution(-100.0f, 100.0f), std::ref(rng)); auto f16rng = std::bind(fp16_ieee_from_fp32_value, f32rng); const size_t num_buffers = 1 + benchmark::utils::DivideRoundUp(benchmark::utils::GetMaxCacheSize(), packed_elements * sizeof(uint16_t)); std::vector> x(elements); std::vector> y(packed_elements * num_buffers); std::generate(x.begin(), x.end(), std::ref(f16rng)); benchmark::utils::DisableDenormals(); xnn_f16_expminus_params params; init_params(¶ms); size_t buffer_index = 0; for (auto _ : state) { state.PauseTiming(); uint16_t x_max = UINT16_C(0x7E00) /* NaN */; rmax(elements * sizeof(uint16_t), x.data(), &x_max); if (++buffer_index == num_buffers) { buffer_index = 0; } state.ResumeTiming(); uint16_t y_sum = UINT16_C(0x7E00) /* NaN */; raddstoreexpminusmax(elements * sizeof(uint16_t), x.data(), &x_max, y.data() + buffer_index * packed_elements, &y_sum, ¶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(uint16_t); state.counters["bytes"] = benchmark::Counter(uint64_t(state.iterations()) * bytes_per_iteration, benchmark::Counter::kIsRate); } #if XNN_ENABLE_ARM_FP16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x32, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x32, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x32_acc2, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x32_acc2, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x32_acc4, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x32_acc4, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x40, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x40, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x40_acc2, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x40_acc2, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x40_acc5, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x40_acc5, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x48, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x48, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x48_acc2, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x48_acc2, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x48_acc3, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x48_acc3, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x64, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x64, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x64_acc2, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x64_acc2, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x64_acc4, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x64_acc4, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x72, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x72, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x72_acc3, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x72_acc3, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x80, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x80, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x80_acc2, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x80_acc2, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x80_acc5, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x80_acc5, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x96, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x96, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x96_acc2, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x96_acc2, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x96_acc3, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x96_acc3, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, neonfp16arith_rr2_p2_x96_acc6, xnn_f16_rmax_ukernel__neonfp16arith, xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x96_acc6, xnn_init_f16_expminus_neonfp16arith_rr2_p2_params, benchmark::utils::CheckNEONFP16ARITH) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); #endif // XNN_ENABLE_ARM_FP16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) #if XNN_ARCH_X86 || XNN_ARCH_X86_64 BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x32, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x32, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x32_acc2, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x32_acc2, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x32_acc4, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x32_acc4, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x40, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x40, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x40_acc2, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x40_acc2, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x40_acc5, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x40_acc5, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x48, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x48, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x48_acc2, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x48_acc2, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x48_acc3, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x48_acc3, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x64, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x64, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x64_acc2, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x64_acc2, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x64_acc4, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x64_acc4, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x72, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x72, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x72_acc3, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x72_acc3, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x80, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x80, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x80_acc2, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x80_acc2, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x80_acc5, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x80_acc5, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x96, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x96, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x96_acc2, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x96_acc2, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x96_acc3, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x96_acc3, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); BENCHMARK_CAPTURE(f16_raddstoreexpminusmax, avx2_rr1_p2_x96_acc6, xnn_f16_rmax_ukernel__f16c, xnn_f16_raddstoreexpminusmax_ukernel__avx2_rr1_p2_x96_acc6, xnn_init_f16_expminus_avx2_rr1_p2_params, benchmark::utils::CheckAVX2) ->Apply(benchmark::utils::UnaryElementwiseParameters) ->UseRealTime(); #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #ifndef XNNPACK_BENCHMARK_NO_MAIN BENCHMARK_MAIN(); #endif