xref: /aosp_15_r20/external/XNNPACK/bench/f32-vsigmoid.cc (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)

// Copyright 2019 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/vunary.h>


static void f32_vsigmoid(
  benchmark::State& state,
  xnn_f32_vsigmoid_ukernel_function sigmoid,
  xnn_init_f32_sigmoid_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 f32rng = std::bind(std::uniform_real_distribution<float>(-10.0f, 10.0f), std::ref(rng));

  std::vector<float, AlignedAllocator<float, 64>> x(num_elements);
  std::vector<float, AlignedAllocator<float, 64>> y(num_elements);
  std::generate(x.begin(), x.end(), std::ref(f32rng));
  std::fill(y.begin(), y.end(), std::nanf(""));

  xnn_f32_sigmoid_params params;
  init_params(&params);
  for (auto _ : state) {
    sigmoid(num_elements * sizeof(float), x.data(), y.data(), &params);
  }

  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 = 2 * num_elements * sizeof(float);
  state.counters["bytes"] =
    benchmark::Counter(uint64_t(state.iterations()) * bytes_per_iteration, benchmark::Counter::kIsRate);
}

#if XNN_ARCH_ARM64
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_div_x4,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_div_x4,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_div_x8,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_div_x8,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_div_x12,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_div_x12,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_div_x16,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_div_x16,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_div_x20,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_div_x20,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_div_x24,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_div_x24,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_div_x4,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_div_x4,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_div_x8,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_div_x8,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_div_x12,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_div_x12,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_div_x16,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_div_x16,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_div_x20,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_div_x20,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_div_x24,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_div_x24,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_div_x4,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_div_x4,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_div_x8,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_div_x8,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_div_x12,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_div_x12,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_div_x16,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_div_x16,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_div_x20,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_div_x20,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_div_x24,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_div_x24,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
#endif  // XNN_ARCH_ARM64

#if XNN_ARCH_ARM || XNN_ARCH_ARM64
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr2fma_x4,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr2fma_x4,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr2fma_x8,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr2fma_x8,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr2fma_x12,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr2fma_x12,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr2fma_x16,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr2fma_x16,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr2fma_x20,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr2fma_x20,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr2fma_x24,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr2fma_x24,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr1recps1fma_x4,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr1recps1fma_x4,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr1recps1fma_x8,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr1recps1fma_x8,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr1recps1fma_x12,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr1recps1fma_x12,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr1recps1fma_x16,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr1recps1fma_x16,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr1recps1fma_x20,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr1recps1fma_x20,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr1recps1fma_x24,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr1recps1fma_x24,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr2recps_x4,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr2recps_x4,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr2recps_x8,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr2recps_x8,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr2recps_x12,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr2recps_x12,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr2recps_x16,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr2recps_x16,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr2recps_x20,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr2recps_x20,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_p5_nr2recps_x24,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_p5_nr2recps_x24,
                    xnn_init_f32_sigmoid_neonfma_rr1_p5_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_p5_nr2recps_x4,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_p5_nr2recps_x4,
                    xnn_init_f32_sigmoid_scalar_rr2_p5_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_p5_nr2recps_x8,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_p5_nr2recps_x8,
                    xnn_init_f32_sigmoid_scalar_rr2_p5_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_p5_nr2recps_x12,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_p5_nr2recps_x12,
                    xnn_init_f32_sigmoid_scalar_rr2_p5_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_p5_nr2recps_x16,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_p5_nr2recps_x16,
                    xnn_init_f32_sigmoid_scalar_rr2_p5_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_p5_nr2recps_x20,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_p5_nr2recps_x20,
                    xnn_init_f32_sigmoid_scalar_rr2_p5_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_p5_nr2recps_x24,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_p5_nr2recps_x24,
                    xnn_init_f32_sigmoid_scalar_rr2_p5_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr2fma_x4,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr2fma_x4,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr2fma_x8,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr2fma_x8,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr2fma_x12,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr2fma_x12,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr2fma_x16,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr2fma_x16,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr2fma_x20,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr2fma_x20,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr2fma_x24,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr2fma_x24,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr1recps1fma_x4,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr1recps1fma_x4,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr1recps1fma_x8,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr1recps1fma_x8,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr1recps1fma_x12,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr1recps1fma_x12,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr1recps1fma_x16,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr1recps1fma_x16,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr1recps1fma_x20,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr1recps1fma_x20,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr1recps1fma_x24,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr1recps1fma_x24,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr2recps_x4,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr2recps_x4,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr2recps_x8,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr2recps_x8,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr2recps_x12,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr2recps_x12,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr2recps_x16,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr2recps_x16,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr2recps_x20,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr2recps_x20,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut64_p2_nr2recps_x24,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr2recps_x24,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_lut64_p2_nr2recps_x4,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_lut64_p2_nr2recps_x4,
                    xnn_init_f32_sigmoid_scalar_rr2_lut64_p2_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_lut64_p2_nr2recps_x8,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_lut64_p2_nr2recps_x8,
                    xnn_init_f32_sigmoid_scalar_rr2_lut64_p2_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_lut64_p2_nr2recps_x12,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_lut64_p2_nr2recps_x12,
                    xnn_init_f32_sigmoid_scalar_rr2_lut64_p2_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_lut64_p2_nr2recps_x16,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_lut64_p2_nr2recps_x16,
                    xnn_init_f32_sigmoid_scalar_rr2_lut64_p2_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_lut64_p2_nr2recps_x20,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_lut64_p2_nr2recps_x20,
                    xnn_init_f32_sigmoid_scalar_rr2_lut64_p2_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_lut64_p2_nr2recps_x24,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_lut64_p2_nr2recps_x24,
                    xnn_init_f32_sigmoid_scalar_rr2_lut64_p2_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr2fma_x4,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr2fma_x4,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr2fma_x8,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr2fma_x8,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr2fma_x12,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr2fma_x12,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr2fma_x16,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr2fma_x16,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr2fma_x20,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr2fma_x20,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr2fma_x24,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr2fma_x24,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr1recps1fma_x4,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr1recps1fma_x4,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr1recps1fma_x8,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr1recps1fma_x8,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr1recps1fma_x12,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr1recps1fma_x12,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr1recps1fma_x16,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr1recps1fma_x16,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr1recps1fma_x20,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr1recps1fma_x20,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr1recps1fma_x24,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr1recps1fma_x24,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr2recps_x4,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr2recps_x4,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr2recps_x8,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr2recps_x8,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr2recps_x12,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr2recps_x12,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr2recps_x16,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr2recps_x16,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr2recps_x20,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr2recps_x20,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neonfma_rr1_lut2048_p1_nr2recps_x24,
                    xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut2048_p1_nr2recps_x24,
                    xnn_init_f32_sigmoid_neonfma_rr1_lut2048_p1_params,
                    benchmark::utils::CheckNEONFMA)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_lut2048_p1_nr2recps_x4,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_lut2048_p1_nr2recps_x4,
                    xnn_init_f32_sigmoid_scalar_rr2_lut2048_p1_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_lut2048_p1_nr2recps_x8,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_lut2048_p1_nr2recps_x8,
                    xnn_init_f32_sigmoid_scalar_rr2_lut2048_p1_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_lut2048_p1_nr2recps_x12,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_lut2048_p1_nr2recps_x12,
                    xnn_init_f32_sigmoid_scalar_rr2_lut2048_p1_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_lut2048_p1_nr2recps_x16,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_lut2048_p1_nr2recps_x16,
                    xnn_init_f32_sigmoid_scalar_rr2_lut2048_p1_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_lut2048_p1_nr2recps_x20,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_lut2048_p1_nr2recps_x20,
                    xnn_init_f32_sigmoid_scalar_rr2_lut2048_p1_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, neon_rr2_lut2048_p1_nr2recps_x24,
                    xnn_f32_vsigmoid_ukernel__neon_rr2_lut2048_p1_nr2recps_x24,
                    xnn_init_f32_sigmoid_scalar_rr2_lut2048_p1_params,
                    benchmark::utils::CheckNEON)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
#endif  // XNN_ARCH_ARM || XNN_ARCH_ARM64

#if XNN_ARCH_X86 || XNN_ARCH_X86_64
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_p5_scalef_div_x16,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_p5_scalef_div_x16,
                    xnn_init_f32_sigmoid_avx512_rr1_p5_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_p5_scalef_div_x32,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_p5_scalef_div_x32,
                    xnn_init_f32_sigmoid_avx512_rr1_p5_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_p5_scalef_div_x48,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_p5_scalef_div_x48,
                    xnn_init_f32_sigmoid_avx512_rr1_p5_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_p5_scalef_div_x64,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_p5_scalef_div_x64,
                    xnn_init_f32_sigmoid_avx512_rr1_p5_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_p5_scalef_div_x80,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_p5_scalef_div_x80,
                    xnn_init_f32_sigmoid_avx512_rr1_p5_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_p5_scalef_div_x96,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_p5_scalef_div_x96,
                    xnn_init_f32_sigmoid_avx512_rr1_p5_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_p5_scalef_div_x112,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_p5_scalef_div_x112,
                    xnn_init_f32_sigmoid_avx512_rr1_p5_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_p5_scalef_div_x128,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_p5_scalef_div_x128,
                    xnn_init_f32_sigmoid_avx512_rr1_p5_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_p5_scalef_nr1fma_x16,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_p5_scalef_nr1fma_x16,
                    xnn_init_f32_sigmoid_avx512_rr1_p5_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_p5_scalef_nr1fma_x32,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_p5_scalef_nr1fma_x32,
                    xnn_init_f32_sigmoid_avx512_rr1_p5_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_p5_scalef_nr1fma_x48,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_p5_scalef_nr1fma_x48,
                    xnn_init_f32_sigmoid_avx512_rr1_p5_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_p5_scalef_nr1fma_x64,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_p5_scalef_nr1fma_x64,
                    xnn_init_f32_sigmoid_avx512_rr1_p5_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_p5_scalef_nr1fma_x80,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_p5_scalef_nr1fma_x80,
                    xnn_init_f32_sigmoid_avx512_rr1_p5_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_p5_scalef_nr1fma_x96,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_p5_scalef_nr1fma_x96,
                    xnn_init_f32_sigmoid_avx512_rr1_p5_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_p5_scalef_nr1fma_x112,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_p5_scalef_nr1fma_x112,
                    xnn_init_f32_sigmoid_avx512_rr1_p5_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_p5_scalef_nr1fma_x128,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_p5_scalef_nr1fma_x128,
                    xnn_init_f32_sigmoid_avx512_rr1_p5_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut16_p3_perm_scalef_div_x16,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_lut16_p3_perm_scalef_div_x16,
                    xnn_init_f32_sigmoid_avx512_rr1_lut16_p3_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut16_p3_perm_scalef_div_x32,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_lut16_p3_perm_scalef_div_x32,
                    xnn_init_f32_sigmoid_avx512_rr1_lut16_p3_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut16_p3_perm_scalef_div_x48,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_lut16_p3_perm_scalef_div_x48,
                    xnn_init_f32_sigmoid_avx512_rr1_lut16_p3_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut16_p3_perm_scalef_div_x64,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_lut16_p3_perm_scalef_div_x64,
                    xnn_init_f32_sigmoid_avx512_rr1_lut16_p3_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut16_p3_perm_scalef_div_x80,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_lut16_p3_perm_scalef_div_x80,
                    xnn_init_f32_sigmoid_avx512_rr1_lut16_p3_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut16_p3_perm_scalef_div_x96,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_lut16_p3_perm_scalef_div_x96,
                    xnn_init_f32_sigmoid_avx512_rr1_lut16_p3_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut16_p3_perm_scalef_div_x112,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_lut16_p3_perm_scalef_div_x112,
                    xnn_init_f32_sigmoid_avx512_rr1_lut16_p3_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut16_p3_perm_scalef_div_x128,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_lut16_p3_perm_scalef_div_x128,
                    xnn_init_f32_sigmoid_avx512_rr1_lut16_p3_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut16_p3_perm_scalef_nr1fma_x16,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_lut16_p3_perm_scalef_nr1fma_x16,
                    xnn_init_f32_sigmoid_avx512_rr1_lut16_p3_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut16_p3_perm_scalef_nr1fma_x32,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_lut16_p3_perm_scalef_nr1fma_x32,
                    xnn_init_f32_sigmoid_avx512_rr1_lut16_p3_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut16_p3_perm_scalef_nr1fma_x48,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_lut16_p3_perm_scalef_nr1fma_x48,
                    xnn_init_f32_sigmoid_avx512_rr1_lut16_p3_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut16_p3_perm_scalef_nr1fma_x64,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_lut16_p3_perm_scalef_nr1fma_x64,
                    xnn_init_f32_sigmoid_avx512_rr1_lut16_p3_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut16_p3_perm_scalef_nr1fma_x80,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_lut16_p3_perm_scalef_nr1fma_x80,
                    xnn_init_f32_sigmoid_avx512_rr1_lut16_p3_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut16_p3_perm_scalef_nr1fma_x96,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_lut16_p3_perm_scalef_nr1fma_x96,
                    xnn_init_f32_sigmoid_avx512_rr1_lut16_p3_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut16_p3_perm_scalef_nr1fma_x112,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_lut16_p3_perm_scalef_nr1fma_x112,
                    xnn_init_f32_sigmoid_avx512_rr1_lut16_p3_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut16_p3_perm_scalef_nr1fma_x128,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr1_lut16_p3_perm_scalef_nr1fma_x128,
                    xnn_init_f32_sigmoid_avx512_rr1_lut16_p3_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut32_p2_perm2_scalef_div_x16,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr2_lut32_p2_perm2_scalef_div_x16,
                    xnn_init_f32_sigmoid_avx512_rr2_lut32_p2_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut32_p2_perm2_scalef_div_x32,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr2_lut32_p2_perm2_scalef_div_x32,
                    xnn_init_f32_sigmoid_avx512_rr2_lut32_p2_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut32_p2_perm2_scalef_div_x48,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr2_lut32_p2_perm2_scalef_div_x48,
                    xnn_init_f32_sigmoid_avx512_rr2_lut32_p2_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut32_p2_perm2_scalef_div_x64,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr2_lut32_p2_perm2_scalef_div_x64,
                    xnn_init_f32_sigmoid_avx512_rr2_lut32_p2_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut32_p2_perm2_scalef_div_x80,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr2_lut32_p2_perm2_scalef_div_x80,
                    xnn_init_f32_sigmoid_avx512_rr2_lut32_p2_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut32_p2_perm2_scalef_div_x96,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr2_lut32_p2_perm2_scalef_div_x96,
                    xnn_init_f32_sigmoid_avx512_rr2_lut32_p2_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut32_p2_perm2_scalef_div_x112,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr2_lut32_p2_perm2_scalef_div_x112,
                    xnn_init_f32_sigmoid_avx512_rr2_lut32_p2_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut32_p2_perm2_scalef_div_x128,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr2_lut32_p2_perm2_scalef_div_x128,
                    xnn_init_f32_sigmoid_avx512_rr2_lut32_p2_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut32_p2_perm2_scalef_nr1fma_x16,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr2_lut32_p2_perm2_scalef_nr1fma_x16,
                    xnn_init_f32_sigmoid_avx512_rr2_lut32_p2_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut32_p2_perm2_scalef_nr1fma_x32,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr2_lut32_p2_perm2_scalef_nr1fma_x32,
                    xnn_init_f32_sigmoid_avx512_rr2_lut32_p2_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut32_p2_perm2_scalef_nr1fma_x48,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr2_lut32_p2_perm2_scalef_nr1fma_x48,
                    xnn_init_f32_sigmoid_avx512_rr2_lut32_p2_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut32_p2_perm2_scalef_nr1fma_x64,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr2_lut32_p2_perm2_scalef_nr1fma_x64,
                    xnn_init_f32_sigmoid_avx512_rr2_lut32_p2_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut32_p2_perm2_scalef_nr1fma_x80,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr2_lut32_p2_perm2_scalef_nr1fma_x80,
                    xnn_init_f32_sigmoid_avx512_rr2_lut32_p2_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut32_p2_perm2_scalef_nr1fma_x96,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr2_lut32_p2_perm2_scalef_nr1fma_x96,
                    xnn_init_f32_sigmoid_avx512_rr2_lut32_p2_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut32_p2_perm2_scalef_nr1fma_x112,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr2_lut32_p2_perm2_scalef_nr1fma_x112,
                    xnn_init_f32_sigmoid_avx512_rr2_lut32_p2_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx512f_lut32_p2_perm2_scalef_nr1fma_x128,
                    xnn_f32_vsigmoid_ukernel__avx512f_rr2_lut32_p2_perm2_scalef_nr1fma_x128,
                    xnn_init_f32_sigmoid_avx512_rr2_lut32_p2_params,
                    benchmark::utils::CheckAVX512F)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_div_x8,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_div_x8,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_div_x16,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_div_x16,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_div_x24,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_div_x24,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_div_x32,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_div_x32,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_div_x40,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_div_x40,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_div_x48,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_div_x48,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_div_x56,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_div_x56,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_div_x64,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_div_x64,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_div_x72,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_div_x72,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_div_x80,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_div_x80,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr1fma_x8,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr1fma_x8,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr1fma_x16,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr1fma_x16,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr1fma_x24,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr1fma_x24,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr1fma_x32,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr1fma_x32,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr1fma_x40,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr1fma_x40,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr1fma_x48,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr1fma_x48,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr1fma_x56,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr1fma_x56,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr1fma_x64,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr1fma_x64,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr1fma_x72,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr1fma_x72,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr1fma_x80,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr1fma_x80,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr2fma_x8,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr2fma_x8,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr2fma_x16,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr2fma_x16,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr2fma_x24,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr2fma_x24,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr2fma_x32,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr2fma_x32,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr2fma_x40,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr2fma_x40,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr2fma_x48,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr2fma_x48,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr2fma_x56,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr2fma_x56,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr2fma_x64,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr2fma_x64,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr2fma_x72,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr2fma_x72,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx2_p5_nr2fma_x80,
                    xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_nr2fma_x80,
                    xnn_init_f32_sigmoid_avx2_rr1_p5_params,
                    benchmark::utils::CheckAVX2)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_div_x8,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_div_x8,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_div_x16,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_div_x16,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_div_x24,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_div_x24,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_div_x32,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_div_x32,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_div_x40,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_div_x40,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_div_x48,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_div_x48,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_div_x56,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_div_x56,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_div_x64,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_div_x64,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_div_x72,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_div_x72,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_div_x80,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_div_x80,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_nr2_x8,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_nr2_x8,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_nr2_x16,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_nr2_x16,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_nr2_x24,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_nr2_x24,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_nr2_x32,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_nr2_x32,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_nr2_x40,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_nr2_x40,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_nr2_x48,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_nr2_x48,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_nr2_x56,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_nr2_x56,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_nr2_x64,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_nr2_x64,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_nr2_x72,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_nr2_x72,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, avx_p5_nr2_x80,
                    xnn_f32_vsigmoid_ukernel__avx_rr2_p5_nr2_x80,
                    xnn_init_f32_sigmoid_avx_rr2_p5_params,
                    benchmark::utils::CheckAVX)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, sse41_rr2_p5_div_x4,
                    xnn_f32_vsigmoid_ukernel__sse41_rr2_p5_div_x4,
                    xnn_init_f32_sigmoid_sse2_rr2_p5_params,
                    benchmark::utils::CheckSSE41)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse41_rr2_p5_div_x8,
                    xnn_f32_vsigmoid_ukernel__sse41_rr2_p5_div_x8,
                    xnn_init_f32_sigmoid_sse2_rr2_p5_params,
                    benchmark::utils::CheckSSE41)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse41_rr2_p5_div_x12,
                    xnn_f32_vsigmoid_ukernel__sse41_rr2_p5_div_x12,
                    xnn_init_f32_sigmoid_sse2_rr2_p5_params,
                    benchmark::utils::CheckSSE41)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse41_rr2_p5_div_x16,
                    xnn_f32_vsigmoid_ukernel__sse41_rr2_p5_div_x16,
                    xnn_init_f32_sigmoid_sse2_rr2_p5_params,
                    benchmark::utils::CheckSSE41)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse41_rr2_p5_div_x20,
                    xnn_f32_vsigmoid_ukernel__sse41_rr2_p5_div_x20,
                    xnn_init_f32_sigmoid_sse2_rr2_p5_params,
                    benchmark::utils::CheckSSE41)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse41_rr2_p5_div_x24,
                    xnn_f32_vsigmoid_ukernel__sse41_rr2_p5_div_x24,
                    xnn_init_f32_sigmoid_sse2_rr2_p5_params,
                    benchmark::utils::CheckSSE41)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, sse41_rr2_lut64_p2_div_x4,
                    xnn_f32_vsigmoid_ukernel__sse41_rr2_lut64_p2_div_x4,
                    xnn_init_f32_sigmoid_sse2_rr2_lut64_p2_params,
                    benchmark::utils::CheckSSE41)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse41_rr2_lut64_p2_div_x8,
                    xnn_f32_vsigmoid_ukernel__sse41_rr2_lut64_p2_div_x8,
                    xnn_init_f32_sigmoid_sse2_rr2_lut64_p2_params,
                    benchmark::utils::CheckSSE41)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse41_rr2_lut64_p2_div_x12,
                    xnn_f32_vsigmoid_ukernel__sse41_rr2_lut64_p2_div_x12,
                    xnn_init_f32_sigmoid_sse2_rr2_lut64_p2_params,
                    benchmark::utils::CheckSSE41)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse41_rr2_lut64_p2_div_x16,
                    xnn_f32_vsigmoid_ukernel__sse41_rr2_lut64_p2_div_x16,
                    xnn_init_f32_sigmoid_sse2_rr2_lut64_p2_params,
                    benchmark::utils::CheckSSE41)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse41_rr2_lut64_p2_div_x20,
                    xnn_f32_vsigmoid_ukernel__sse41_rr2_lut64_p2_div_x20,
                    xnn_init_f32_sigmoid_sse2_rr2_lut64_p2_params,
                    benchmark::utils::CheckSSE41)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse41_rr2_lut64_p2_div_x24,
                    xnn_f32_vsigmoid_ukernel__sse41_rr2_lut64_p2_div_x24,
                    xnn_init_f32_sigmoid_sse2_rr2_lut64_p2_params,
                    benchmark::utils::CheckSSE41)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, sse2_rr2_p5_div_x4,
                    xnn_f32_vsigmoid_ukernel__sse2_rr2_p5_div_x4,
                    xnn_init_f32_sigmoid_sse2_rr2_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse2_rr2_p5_div_x8,
                    xnn_f32_vsigmoid_ukernel__sse2_rr2_p5_div_x8,
                    xnn_init_f32_sigmoid_sse2_rr2_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse2_rr2_p5_div_x12,
                    xnn_f32_vsigmoid_ukernel__sse2_rr2_p5_div_x12,
                    xnn_init_f32_sigmoid_sse2_rr2_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse2_rr2_p5_div_x16,
                    xnn_f32_vsigmoid_ukernel__sse2_rr2_p5_div_x16,
                    xnn_init_f32_sigmoid_sse2_rr2_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse2_rr2_p5_div_x20,
                    xnn_f32_vsigmoid_ukernel__sse2_rr2_p5_div_x20,
                    xnn_init_f32_sigmoid_sse2_rr2_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse2_rr2_p5_div_x24,
                    xnn_f32_vsigmoid_ukernel__sse2_rr2_p5_div_x24,
                    xnn_init_f32_sigmoid_sse2_rr2_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, sse2_rr2_lut64_p2_div_x4,
                    xnn_f32_vsigmoid_ukernel__sse2_rr2_lut64_p2_div_x4,
                    xnn_init_f32_sigmoid_sse2_rr2_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse2_rr2_lut64_p2_div_x8,
                    xnn_f32_vsigmoid_ukernel__sse2_rr2_lut64_p2_div_x8,
                    xnn_init_f32_sigmoid_sse2_rr2_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse2_rr2_lut64_p2_div_x12,
                    xnn_f32_vsigmoid_ukernel__sse2_rr2_lut64_p2_div_x12,
                    xnn_init_f32_sigmoid_sse2_rr2_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse2_rr2_lut64_p2_div_x16,
                    xnn_f32_vsigmoid_ukernel__sse2_rr2_lut64_p2_div_x16,
                    xnn_init_f32_sigmoid_sse2_rr2_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse2_rr2_lut64_p2_div_x20,
                    xnn_f32_vsigmoid_ukernel__sse2_rr2_lut64_p2_div_x20,
                    xnn_init_f32_sigmoid_sse2_rr2_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, sse2_rr2_lut64_p2_div_x24,
                    xnn_f32_vsigmoid_ukernel__sse2_rr2_lut64_p2_div_x24,
                    xnn_init_f32_sigmoid_sse2_rr2_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
#endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64

#if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
  BENCHMARK_CAPTURE(f32_vsigmoid, wasmsimd_rr2_lut64_p2_div_x4,
                    xnn_f32_vsigmoid_ukernel__wasmsimd_rr2_lut64_p2_div_x4,
                    xnn_init_f32_sigmoid_wasmsimd_rr2_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, wasmsimd_rr2_lut64_p2_div_x8,
                    xnn_f32_vsigmoid_ukernel__wasmsimd_rr2_lut64_p2_div_x8,
                    xnn_init_f32_sigmoid_wasmsimd_rr2_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, wasmsimd_rr2_lut64_p2_div_x12,
                    xnn_f32_vsigmoid_ukernel__wasmsimd_rr2_lut64_p2_div_x12,
                    xnn_init_f32_sigmoid_wasmsimd_rr2_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, wasmsimd_rr2_lut64_p2_div_x16,
                    xnn_f32_vsigmoid_ukernel__wasmsimd_rr2_lut64_p2_div_x16,
                    xnn_init_f32_sigmoid_wasmsimd_rr2_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, wasmsimd_rr2_lut64_p2_div_x20,
                    xnn_f32_vsigmoid_ukernel__wasmsimd_rr2_lut64_p2_div_x20,
                    xnn_init_f32_sigmoid_wasmsimd_rr2_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, wasmsimd_rr2_lut64_p2_div_x24,
                    xnn_f32_vsigmoid_ukernel__wasmsimd_rr2_lut64_p2_div_x24,
                    xnn_init_f32_sigmoid_wasmsimd_rr2_lut64_p2_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();

  BENCHMARK_CAPTURE(f32_vsigmoid, wasmsimd_rr2_p5_div_x4,
                    xnn_f32_vsigmoid_ukernel__wasmsimd_rr2_p5_div_x4,
                    xnn_init_f32_sigmoid_wasmsimd_rr2_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, wasmsimd_rr2_p5_div_x8,
                    xnn_f32_vsigmoid_ukernel__wasmsimd_rr2_p5_div_x8,
                    xnn_init_f32_sigmoid_wasmsimd_rr2_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, wasmsimd_rr2_p5_div_x12,
                    xnn_f32_vsigmoid_ukernel__wasmsimd_rr2_p5_div_x12,
                    xnn_init_f32_sigmoid_wasmsimd_rr2_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, wasmsimd_rr2_p5_div_x16,
                    xnn_f32_vsigmoid_ukernel__wasmsimd_rr2_p5_div_x16,
                    xnn_init_f32_sigmoid_wasmsimd_rr2_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, wasmsimd_rr2_p5_div_x20,
                    xnn_f32_vsigmoid_ukernel__wasmsimd_rr2_p5_div_x20,
                    xnn_init_f32_sigmoid_wasmsimd_rr2_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
  BENCHMARK_CAPTURE(f32_vsigmoid, wasmsimd_rr2_p5_div_x24,
                    xnn_f32_vsigmoid_ukernel__wasmsimd_rr2_p5_div_x24,
                    xnn_init_f32_sigmoid_wasmsimd_rr2_p5_params)
    ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
    ->UseRealTime();
#endif  // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD

BENCHMARK_CAPTURE(f32_vsigmoid, scalar_rr2_lut2048_p1_div_x1,
                  xnn_f32_vsigmoid_ukernel__scalar_rr2_lut2048_p1_div_x1,
                  xnn_init_f32_sigmoid_scalar_rr2_lut2048_p1_params)
  ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
  ->UseRealTime();
BENCHMARK_CAPTURE(f32_vsigmoid, scalar_rr2_lut2048_p1_div_x2,
                  xnn_f32_vsigmoid_ukernel__scalar_rr2_lut2048_p1_div_x2,
                  xnn_init_f32_sigmoid_scalar_rr2_lut2048_p1_params)
  ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
  ->UseRealTime();
BENCHMARK_CAPTURE(f32_vsigmoid, scalar_rr2_lut2048_p1_div_x4,
                  xnn_f32_vsigmoid_ukernel__scalar_rr2_lut2048_p1_div_x4,
                  xnn_init_f32_sigmoid_scalar_rr2_lut2048_p1_params)
  ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
  ->UseRealTime();

BENCHMARK_CAPTURE(f32_vsigmoid, scalar_rr2_lut64_p2_div_x1,
                  xnn_f32_vsigmoid_ukernel__scalar_rr2_lut64_p2_div_x1,
                  xnn_init_f32_sigmoid_scalar_rr2_lut64_p2_params)
  ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
  ->UseRealTime();
BENCHMARK_CAPTURE(f32_vsigmoid, scalar_rr2_lut64_p2_div_x2,
                  xnn_f32_vsigmoid_ukernel__scalar_rr2_lut64_p2_div_x2,
                  xnn_init_f32_sigmoid_scalar_rr2_lut64_p2_params)
  ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
  ->UseRealTime();
BENCHMARK_CAPTURE(f32_vsigmoid, scalar_rr2_lut64_p2_div_x4,
                  xnn_f32_vsigmoid_ukernel__scalar_rr2_lut64_p2_div_x4,
                  xnn_init_f32_sigmoid_scalar_rr2_lut64_p2_params)
  ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
  ->UseRealTime();

BENCHMARK_CAPTURE(f32_vsigmoid, scalar_rr2_p5_div_x1,
                  xnn_f32_vsigmoid_ukernel__scalar_rr2_p5_div_x1,
                  xnn_init_f32_sigmoid_scalar_rr2_p5_params)
  ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
  ->UseRealTime();
BENCHMARK_CAPTURE(f32_vsigmoid, scalar_rr2_p5_div_x2,
                  xnn_f32_vsigmoid_ukernel__scalar_rr2_p5_div_x2,
                  xnn_init_f32_sigmoid_scalar_rr2_p5_params)
  ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
  ->UseRealTime();
BENCHMARK_CAPTURE(f32_vsigmoid, scalar_rr2_p5_div_x4,
                  xnn_f32_vsigmoid_ukernel__scalar_rr2_p5_div_x4,
                  xnn_init_f32_sigmoid_scalar_rr2_p5_params)
  ->Apply(benchmark::utils::UnaryElementwiseParameters<float, float>)
  ->UseRealTime();

#ifndef XNNPACK_BENCHMARK_NO_MAIN
BENCHMARK_MAIN();
#endif