#include #include #include #include #include #include #include #include "utils.h" #include "xnnpack.h" #include "xnnpack/common.h" #include "xnnpack/microfnptr.h" #include "xnnpack/raddexpminusmax.h" #include "xnnpack/reduce.h" #include "xnnpack/vscaleexpminusmax.h" #include "xnnpack/buffer.h" #include static void f32_vscaleexpminusmax( benchmark::State& state, xnn_f32_rmax_ukernel_fn rmax, xnn_f32_raddexpminusmax_ukernel_fn raddexpminusmax, xnn_f32_vscaleexpminusmax_ukernel_fn vscaleexpminusmax, benchmark::utils::IsaCheckFunction isa_check = nullptr) { if (isa_check != nullptr && !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(float)); std::random_device random_device; auto rng = std::mt19937(random_device()); auto f32rng = std::bind(std::uniform_real_distribution(-1000.0f, 1000.0f), std::ref(rng)); const size_t num_buffers = 1 + benchmark::utils::DivideRoundUp(benchmark::utils::GetMaxCacheSize(), packed_elements * sizeof(float)); xnnpack::Buffer x(elements); xnnpack::Buffer y(packed_elements * num_buffers); std::generate(x.begin(), x.end(), std::ref(f32rng)); benchmark::utils::DisableDenormals(); size_t buffer_index = 0; for (auto _ : state) { state.PauseTiming(); float x_max; rmax(elements * sizeof(float), x.data(), &x_max, /*params=*/nullptr); float y_sum; raddexpminusmax(elements * sizeof(float), x.data(), &y_sum, x_max); if (++buffer_index == num_buffers) { buffer_index = 0; } state.ResumeTiming(); vscaleexpminusmax(elements * sizeof(float), x.data(), y.data() + packed_elements * buffer_index, x_max, 1.0f / y_sum); } 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); } static void CharacteristicArguments(benchmark::internal::Benchmark* b) { b->ArgName("N"); for (int32_t n = 10000; n <= 100000000; n *= 10) { b->Arg(n); } } #if XNN_ENABLE_AVX512F && (XNN_ARCH_X86 || XNN_ARCH_X86_64) BENCHMARK_CAPTURE(f32_vscaleexpminusmax, avx512f_p5_scalef_u16, xnn_f32_rmax_ukernel__avx512f_u64_acc4, xnn_f32_raddexpminusmax_ukernel__avx512f_p5_scalef_u128_acc2, xnn_f32_vscaleexpminusmax_ukernel__avx512f_p5_scalef_u16, benchmark::utils::CheckAVX512F)->Apply(CharacteristicArguments)->UseRealTime(); BENCHMARK_CAPTURE(f32_vscaleexpminusmax, avx512f_p5_scalef_u32, xnn_f32_rmax_ukernel__avx512f_u64_acc4, xnn_f32_raddexpminusmax_ukernel__avx512f_p5_scalef_u128_acc2, xnn_f32_vscaleexpminusmax_ukernel__avx512f_p5_scalef_u32, benchmark::utils::CheckAVX512F)->Apply(CharacteristicArguments)->UseRealTime(); BENCHMARK_CAPTURE(f32_vscaleexpminusmax, avx512f_p5_scalef_u48, xnn_f32_rmax_ukernel__avx512f_u64_acc4, xnn_f32_raddexpminusmax_ukernel__avx512f_p5_scalef_u128_acc2, xnn_f32_vscaleexpminusmax_ukernel__avx512f_p5_scalef_u48, benchmark::utils::CheckAVX512F)->Apply(CharacteristicArguments)->UseRealTime(); BENCHMARK_CAPTURE(f32_vscaleexpminusmax, avx512f_p5_scalef_u64, xnn_f32_rmax_ukernel__avx512f_u64_acc4, xnn_f32_raddexpminusmax_ukernel__avx512f_p5_scalef_u128_acc2, xnn_f32_vscaleexpminusmax_ukernel__avx512f_p5_scalef_u64, benchmark::utils::CheckAVX512F)->Apply(CharacteristicArguments)->UseRealTime(); #endif // XNN_ENABLE_AVX512F && (XNN_ARCH_X86 || XNN_ARCH_X86_64) #if XNN_ARCH_X86 || XNN_ARCH_X86_64 BENCHMARK_CAPTURE(f32_vscaleexpminusmax, avx2_p5_u8, xnn_f32_rmax_ukernel__avx_u32_acc4, xnn_f32_raddexpminusmax_ukernel__avx2_p5_u80_acc2, xnn_f32_vscaleexpminusmax_ukernel__avx2_p5_u8, benchmark::utils::CheckAVX2)->Apply(CharacteristicArguments)->UseRealTime(); BENCHMARK_CAPTURE(f32_vscaleexpminusmax, avx2_p5_u16, xnn_f32_rmax_ukernel__avx_u32_acc4, xnn_f32_raddexpminusmax_ukernel__avx2_p5_u80_acc2, xnn_f32_vscaleexpminusmax_ukernel__avx2_p5_u16, benchmark::utils::CheckAVX2)->Apply(CharacteristicArguments)->UseRealTime(); BENCHMARK_CAPTURE(f32_vscaleexpminusmax, avx2_p5_u24, xnn_f32_rmax_ukernel__avx_u32_acc4, xnn_f32_raddexpminusmax_ukernel__avx2_p5_u80_acc2, xnn_f32_vscaleexpminusmax_ukernel__avx2_p5_u24, benchmark::utils::CheckAVX2)->Apply(CharacteristicArguments)->UseRealTime(); BENCHMARK_CAPTURE(f32_vscaleexpminusmax, avx2_p5_u32, xnn_f32_rmax_ukernel__avx_u32_acc4, xnn_f32_raddexpminusmax_ukernel__avx2_p5_u80_acc2, xnn_f32_vscaleexpminusmax_ukernel__avx2_p5_u32, benchmark::utils::CheckAVX2)->Apply(CharacteristicArguments)->UseRealTime(); #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #ifndef XNNPACK_BENCHMARK_NO_MAIN BENCHMARK_MAIN(); #endif