| // 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 <algorithm> |
| #include <cmath> |
| #include <functional> |
| #include <random> |
| #include <vector> |
| |
| #include <benchmark/benchmark.h> |
| #include "bench/utils.h" |
| |
| #include <xnnpack/AlignedAllocator.h> |
| #include <xnnpack/common.h> |
| #include <xnnpack/params.h> |
| #include <xnnpack/params-init.h> |
| #include <xnnpack/vaddsub.h> |
| |
| |
| static void qu8_vaddc( |
| benchmark::State& state, |
| xnn_qu8_vaddsub_minmax_ukernel_function vaddc, |
| xnn_init_qu8_addsub_minmax_params_fn init_params, |
| benchmark::utils::IsaCheckFunction isa_check = nullptr) |
| { |
| if (isa_check && !isa_check(state)) { |
| return; |
| } |
| |
| const size_t num_elements = state.range(0); |
| |
| std::random_device random_device; |
| auto rng = std::mt19937(random_device()); |
| auto u8rng = std::bind( |
| std::uniform_int_distribution<uint32_t>(std::numeric_limits<uint8_t>::min(), std::numeric_limits<uint8_t>::max()), |
| std::ref(rng)); |
| |
| std::vector<uint8_t, AlignedAllocator<uint8_t, 64>> a(num_elements); |
| std::vector<uint8_t, AlignedAllocator<uint8_t, 64>> sum(num_elements); |
| std::generate(a.begin(), a.end(), std::ref(u8rng)); |
| const uint8_t b = u8rng(); |
| |
| union xnn_qu8_addsub_minmax_params params; |
| init_params(¶ms, |
| 127 /* a zero point */, 127 /* b zero point */, 127 /* output zero point */, |
| 0.5f /* a-output scale */, 0.75f /* b-output scale */, |
| std::numeric_limits<uint8_t>::min() + 1, std::numeric_limits<uint8_t>::max() - 1); |
| for (auto _ : state) { |
| vaddc(num_elements * sizeof(uint8_t), a.data(), &b, sum.data(), ¶ms); |
| } |
| |
| const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency(); |
| if (cpu_frequency != 0) { |
| state.counters["cpufreq"] = cpu_frequency; |
| } |
| |
| const size_t num_elements_per_iteration = num_elements; |
| state.counters["num_elements"] = |
| benchmark::Counter(uint64_t(state.iterations()) * num_elements_per_iteration, benchmark::Counter::kIsRate); |
| |
| const size_t bytes_per_iteration = 2 * num_elements * sizeof(int8_t); |
| state.counters["bytes"] = |
| benchmark::Counter(uint64_t(state.iterations()) * bytes_per_iteration, benchmark::Counter::kIsRate); |
| } |
| |
| #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| BENCHMARK_CAPTURE(qu8_vaddc, neon_ld64_x8, |
| xnn_qu8_vaddc_minmax_ukernel__neon_ld64_x8, |
| xnn_init_qu8_add_minmax_neon_params, |
| benchmark::utils::CheckNEON) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| BENCHMARK_CAPTURE(qu8_vaddc, neon_ld64_x16, |
| xnn_qu8_vaddc_minmax_ukernel__neon_ld64_x16, |
| xnn_init_qu8_add_minmax_neon_params, |
| benchmark::utils::CheckNEON) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| BENCHMARK_CAPTURE(qu8_vaddc, neon_ld64_x32, |
| xnn_qu8_vaddc_minmax_ukernel__neon_ld64_x32, |
| xnn_init_qu8_add_minmax_neon_params, |
| benchmark::utils::CheckNEON) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(qu8_vaddc, neon_ld128_x16, |
| xnn_qu8_vaddc_minmax_ukernel__neon_ld128_x16, |
| xnn_init_qu8_add_minmax_neon_params, |
| benchmark::utils::CheckNEON) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| |
| #if XNN_ARCH_X86 || XNN_ARCH_X86_64 |
| BENCHMARK_CAPTURE(qu8_vaddc, avx512skx_mul32_ld128_x16, |
| xnn_qu8_vaddc_minmax_ukernel__avx512skx_mul32_ld128_x16, |
| xnn_init_qu8_add_minmax_avx512_params, |
| benchmark::utils::CheckAVX512SKX) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| BENCHMARK_CAPTURE(qu8_vaddc, avx512skx_mul32_ld128_x32, |
| xnn_qu8_vaddc_minmax_ukernel__avx512skx_mul32_ld128_x32, |
| xnn_init_qu8_add_minmax_avx512_params, |
| benchmark::utils::CheckAVX512SKX) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(qu8_vaddc, avx2_mul32_ld64_x8, |
| xnn_qu8_vaddc_minmax_ukernel__avx2_mul32_ld64_x8, |
| xnn_init_qu8_add_minmax_avx2_params, |
| benchmark::utils::CheckAVX2) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| BENCHMARK_CAPTURE(qu8_vaddc, avx2_mul32_ld64_x16, |
| xnn_qu8_vaddc_minmax_ukernel__avx2_mul32_ld64_x16, |
| xnn_init_qu8_add_minmax_avx2_params, |
| benchmark::utils::CheckAVX2) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(qu8_vaddc, xop_mul32_ld32_x8, |
| xnn_qu8_vaddc_minmax_ukernel__xop_mul32_ld32_x8, |
| xnn_init_qu8_add_minmax_sse4_params, |
| benchmark::utils::CheckXOP) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| BENCHMARK_CAPTURE(qu8_vaddc, xop_mul32_ld32_x16, |
| xnn_qu8_vaddc_minmax_ukernel__xop_mul32_ld32_x16, |
| xnn_init_qu8_add_minmax_sse4_params, |
| benchmark::utils::CheckXOP) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(qu8_vaddc, avx_mul16_ld64_x8, |
| xnn_qu8_vaddc_minmax_ukernel__avx_mul16_ld64_x8, |
| xnn_init_qu8_add_minmax_sse2_params, |
| benchmark::utils::CheckAVX) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| BENCHMARK_CAPTURE(qu8_vaddc, avx_mul16_ld64_x16, |
| xnn_qu8_vaddc_minmax_ukernel__avx_mul16_ld64_x16, |
| xnn_init_qu8_add_minmax_sse2_params, |
| benchmark::utils::CheckAVX) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(qu8_vaddc, avx_mul32_ld32_x8, |
| xnn_qu8_vaddc_minmax_ukernel__avx_mul32_ld32_x8, |
| xnn_init_qu8_add_minmax_sse4_params, |
| benchmark::utils::CheckAVX) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| BENCHMARK_CAPTURE(qu8_vaddc, avx_mul32_ld32_x16, |
| xnn_qu8_vaddc_minmax_ukernel__avx_mul32_ld32_x16, |
| xnn_init_qu8_add_minmax_sse4_params, |
| benchmark::utils::CheckAVX) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(qu8_vaddc, sse41_mul16_ld64_x8, |
| xnn_qu8_vaddc_minmax_ukernel__sse41_mul16_ld64_x8, |
| xnn_init_qu8_add_minmax_sse2_params, |
| benchmark::utils::CheckSSE41) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| BENCHMARK_CAPTURE(qu8_vaddc, sse41_mul16_ld64_x16, |
| xnn_qu8_vaddc_minmax_ukernel__sse41_mul16_ld64_x16, |
| xnn_init_qu8_add_minmax_sse2_params, |
| benchmark::utils::CheckSSE41) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(qu8_vaddc, sse41_mul32_ld32_x8, |
| xnn_qu8_vaddc_minmax_ukernel__sse41_mul32_ld32_x8, |
| xnn_init_qu8_add_minmax_sse4_params, |
| benchmark::utils::CheckSSE41) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| BENCHMARK_CAPTURE(qu8_vaddc, sse41_mul32_ld32_x16, |
| xnn_qu8_vaddc_minmax_ukernel__sse41_mul32_ld32_x16, |
| xnn_init_qu8_add_minmax_sse4_params, |
| benchmark::utils::CheckSSE41) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| |
| BENCHMARK_CAPTURE(qu8_vaddc, sse2_mul16_ld64_x8, |
| xnn_qu8_vaddc_minmax_ukernel__sse2_mul16_ld64_x8, |
| xnn_init_qu8_add_minmax_sse2_params) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| BENCHMARK_CAPTURE(qu8_vaddc, sse2_mul16_ld64_x16, |
| xnn_qu8_vaddc_minmax_ukernel__sse2_mul16_ld64_x16, |
| xnn_init_qu8_add_minmax_sse2_params) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 |
| |
| #if XNN_ARCH_WASMSIMD |
| BENCHMARK_CAPTURE(qu8_vaddc, wasmsimd_x8, |
| xnn_qu8_vaddc_minmax_ukernel__wasmsimd_x8, |
| xnn_init_qu8_add_minmax_wasmsimd_params) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| BENCHMARK_CAPTURE(qu8_vaddc, wasmsimd_x16, |
| xnn_qu8_vaddc_minmax_ukernel__wasmsimd_x16, |
| xnn_init_qu8_add_minmax_wasmsimd_params) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| #endif // XNN_ARCH_WASMSIMD |
| |
| BENCHMARK_CAPTURE(qu8_vaddc, scalar_x1, |
| xnn_qu8_vaddc_minmax_ukernel__scalar_x1, |
| xnn_init_qu8_add_minmax_scalar_params) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| BENCHMARK_CAPTURE(qu8_vaddc, scalar_x2, |
| xnn_qu8_vaddc_minmax_ukernel__scalar_x2, |
| xnn_init_qu8_add_minmax_scalar_params) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| BENCHMARK_CAPTURE(qu8_vaddc, scalar_x4, |
| xnn_qu8_vaddc_minmax_ukernel__scalar_x4, |
| xnn_init_qu8_add_minmax_scalar_params) |
| ->Apply(benchmark::utils::UnaryElementwiseParameters<uint8_t, uint8_t>) |
| ->UseRealTime(); |
| |
| #ifndef XNNPACK_BENCHMARK_NO_MAIN |
| BENCHMARK_MAIN(); |
| #endif |