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// 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.h>
#include <xnnpack/aligned-allocator.h>
#include <xnnpack/common.h>
#include <xnnpack/microfnptr.h>
#include <xnnpack/microparams-init.h>
#include <xnnpack/vcvt.h>
static void f32_f16_vcvt(
benchmark::State& state,
xnn_f32_f16_vcvt_ukernel_fn cvt,
xnn_init_f32_f16_cvt_params_fn init_params = nullptr,
benchmark::utils::IsaCheckFunction isa_check = nullptr)
{
if (isa_check != nullptr && !isa_check(state)) {
return;
}
const size_t num_elements = state.range(0);
std::random_device random_device;
auto rng = std::mt19937(random_device());
auto f32rng = std::bind(std::uniform_real_distribution<float>(-10.0f, 10.0f), std::ref(rng));
std::vector<float, AlignedAllocator<float, 64>> x(num_elements + XNN_EXTRA_BYTES / sizeof(float));
std::vector<uint16_t, AlignedAllocator<uint16_t, 64>> y(num_elements);
std::generate(x.begin(), x.end(), std::ref(f32rng));
std::fill(y.begin(), y.end(), UINT16_C(0x7E00));
xnn_f32_f16_cvt_params params;
if (init_params != nullptr) {
init_params(¶ms);
}
for (auto _ : state) {
cvt(num_elements * sizeof(uint16_t), x.data(), y.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 = num_elements;
state.counters["elements"] =
benchmark::Counter(uint64_t(state.iterations()) * elements_per_iteration, benchmark::Counter::kIsRate);
const size_t bytes_per_iteration = num_elements * (sizeof(uint16_t) + sizeof(float));
state.counters["bytes"] =
benchmark::Counter(uint64_t(state.iterations()) * bytes_per_iteration, benchmark::Counter::kIsRate);
}
#if XNN_ARCH_ARM || XNN_ARCH_ARM64
BENCHMARK_CAPTURE(f32_f16_vcvt, neonfp16_x8,
xnn_f32_f16_vcvt_ukernel__neonfp16_x8,
nullptr /* init params */,
benchmark::utils::CheckNEONFP16)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, neonfp16_x16,
xnn_f32_f16_vcvt_ukernel__neonfp16_x16,
nullptr /* init params */,
benchmark::utils::CheckNEONFP16)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, neon_x8,
xnn_f32_f16_vcvt_ukernel__neon_x8,
xnn_init_f32_f16_cvt_neon_params,
benchmark::utils::CheckNEON)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, neon_x16,
xnn_f32_f16_vcvt_ukernel__neon_x16,
xnn_init_f32_f16_cvt_neon_params,
benchmark::utils::CheckNEON)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, neon_x24,
xnn_f32_f16_vcvt_ukernel__neon_x24,
xnn_init_f32_f16_cvt_neon_params,
benchmark::utils::CheckNEON)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, neon_x32,
xnn_f32_f16_vcvt_ukernel__neon_x32,
xnn_init_f32_f16_cvt_neon_params,
benchmark::utils::CheckNEON)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
#if XNN_ARCH_X86 || XNN_ARCH_X86_64
BENCHMARK_CAPTURE(f32_f16_vcvt, avx512skx_x16,
xnn_f32_f16_vcvt_ukernel__avx512skx_x16,
nullptr /* init params */,
benchmark::utils::CheckAVX512SKX)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, avx512skx_x32,
xnn_f32_f16_vcvt_ukernel__avx512skx_x32,
nullptr /* init params */,
benchmark::utils::CheckAVX512SKX)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, f16c_x8,
xnn_f32_f16_vcvt_ukernel__f16c_x8,
xnn_init_f32_f16_cvt_f16c_params,
benchmark::utils::CheckF16C)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, f16c_x16,
xnn_f32_f16_vcvt_ukernel__f16c_x16,
xnn_init_f32_f16_cvt_f16c_params,
benchmark::utils::CheckF16C)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, avx_x8,
xnn_f32_f16_vcvt_ukernel__avx_x8,
xnn_init_f32_f16_cvt_sse2_params,
benchmark::utils::CheckAVX)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, avx_x16,
xnn_f32_f16_vcvt_ukernel__avx_x16,
xnn_init_f32_f16_cvt_sse2_params,
benchmark::utils::CheckAVX)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, avx_x24,
xnn_f32_f16_vcvt_ukernel__avx_x24,
xnn_init_f32_f16_cvt_sse2_params,
benchmark::utils::CheckAVX)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, avx_x32,
xnn_f32_f16_vcvt_ukernel__avx_x32,
xnn_init_f32_f16_cvt_sse2_params,
benchmark::utils::CheckAVX)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, sse41_x8,
xnn_f32_f16_vcvt_ukernel__sse41_x8,
xnn_init_f32_f16_cvt_sse2_params,
benchmark::utils::CheckSSE41)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, sse41_x16,
xnn_f32_f16_vcvt_ukernel__sse41_x16,
xnn_init_f32_f16_cvt_sse2_params,
benchmark::utils::CheckSSE41)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, sse41_x24,
xnn_f32_f16_vcvt_ukernel__sse41_x24,
xnn_init_f32_f16_cvt_sse2_params,
benchmark::utils::CheckSSE41)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, sse41_x32,
xnn_f32_f16_vcvt_ukernel__sse41_x32,
xnn_init_f32_f16_cvt_sse2_params,
benchmark::utils::CheckSSE41)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, sse2_x8,
xnn_f32_f16_vcvt_ukernel__sse2_x8,
xnn_init_f32_f16_cvt_sse2_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, sse2_x16,
xnn_f32_f16_vcvt_ukernel__sse2_x16,
xnn_init_f32_f16_cvt_sse2_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, sse2_x24,
xnn_f32_f16_vcvt_ukernel__sse2_x24,
xnn_init_f32_f16_cvt_sse2_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, sse2_x32,
xnn_f32_f16_vcvt_ukernel__sse2_x32,
xnn_init_f32_f16_cvt_sse2_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
#if XNN_ARCH_WASMRELAXEDSIMD
BENCHMARK_CAPTURE(f32_f16_vcvt, wasmrelaxedsimd_x8,
xnn_f32_f16_vcvt_ukernel__wasmrelaxedsimd_x8,
xnn_init_f32_f16_cvt_wasmsimd_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, wasmrelaxedsimd_x16,
xnn_f32_f16_vcvt_ukernel__wasmrelaxedsimd_x16,
xnn_init_f32_f16_cvt_wasmsimd_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, wasmrelaxedsimd_x24,
xnn_f32_f16_vcvt_ukernel__wasmrelaxedsimd_x24,
xnn_init_f32_f16_cvt_wasmsimd_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, wasmrelaxedsimd_x32,
xnn_f32_f16_vcvt_ukernel__wasmrelaxedsimd_x32,
xnn_init_f32_f16_cvt_wasmsimd_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
#endif // XNN_ARCH_WASMRELAXEDSIMD
#if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
BENCHMARK_CAPTURE(f32_f16_vcvt, wasmsimd_x8,
xnn_f32_f16_vcvt_ukernel__wasmsimd_x8,
xnn_init_f32_f16_cvt_wasmsimd_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, wasmsimd_x16,
xnn_f32_f16_vcvt_ukernel__wasmsimd_x16,
xnn_init_f32_f16_cvt_wasmsimd_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, wasmsimd_x24,
xnn_f32_f16_vcvt_ukernel__wasmsimd_x24,
xnn_init_f32_f16_cvt_wasmsimd_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, wasmsimd_x32,
xnn_f32_f16_vcvt_ukernel__wasmsimd_x32,
xnn_init_f32_f16_cvt_wasmsimd_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
#endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
BENCHMARK_CAPTURE(f32_f16_vcvt, scalar_bitcast_x1,
xnn_f32_f16_vcvt_ukernel__scalar_bitcast_x1,
xnn_init_f32_f16_cvt_scalar_bitcast_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, scalar_bitcast_x2,
xnn_f32_f16_vcvt_ukernel__scalar_bitcast_x2,
xnn_init_f32_f16_cvt_scalar_bitcast_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, scalar_bitcast_x3,
xnn_f32_f16_vcvt_ukernel__scalar_bitcast_x3,
xnn_init_f32_f16_cvt_scalar_bitcast_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, scalar_bitcast_x4,
xnn_f32_f16_vcvt_ukernel__scalar_bitcast_x4,
xnn_init_f32_f16_cvt_scalar_bitcast_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, scalar_fabsf_x1,
xnn_f32_f16_vcvt_ukernel__scalar_fabsf_x1,
xnn_init_f32_f16_cvt_scalar_fabsf_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, scalar_fabsf_x2,
xnn_f32_f16_vcvt_ukernel__scalar_fabsf_x2,
xnn_init_f32_f16_cvt_scalar_fabsf_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, scalar_fabsf_x3,
xnn_f32_f16_vcvt_ukernel__scalar_fabsf_x3,
xnn_init_f32_f16_cvt_scalar_fabsf_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
BENCHMARK_CAPTURE(f32_f16_vcvt, scalar_fabsf_x4,
xnn_f32_f16_vcvt_ukernel__scalar_fabsf_x4,
xnn_init_f32_f16_cvt_scalar_fabsf_params)
->Apply(benchmark::utils::UnaryElementwiseParameters<uint16_t, float>)
->UseRealTime();
#ifndef XNNPACK_BENCHMARK_NO_MAIN
BENCHMARK_MAIN();
#endif
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