XNNPACK/test/f32-clamp.cc

// Copyright 2020 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.
//
// Auto-generated file. Do not edit!
//   Specification: test/f32-clamp.yaml
//   Generator: tools/generate-clamp-test.py


#include <gtest/gtest.h>

#include <xnnpack/common.h>
#include <xnnpack/isa-checks.h>

#include <xnnpack/clamp.h>
#include "clamp-microkernel-tester.h"


#if XNN_ARCH_ARM || XNN_ARCH_ARM64
  TEST(F32_CLAMP__NEON_X4, batch_eq_4) {
    TEST_REQUIRES_ARM_NEON;
    ClampMicrokernelTester()
      .batch_size(4)
      .Test(xnn_f32_clamp_ukernel__neon_x4);
  }

  TEST(F32_CLAMP__NEON_X4, batch_div_4) {
    TEST_REQUIRES_ARM_NEON;
    for (size_t batch_size = 8; batch_size < 40; batch_size += 4) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__neon_x4);
    }
  }

  TEST(F32_CLAMP__NEON_X4, batch_lt_4) {
    TEST_REQUIRES_ARM_NEON;
    for (size_t batch_size = 1; batch_size < 4; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__neon_x4);
    }
  }

  TEST(F32_CLAMP__NEON_X4, batch_gt_4) {
    TEST_REQUIRES_ARM_NEON;
    for (size_t batch_size = 5; batch_size < 8; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__neon_x4);
    }
  }

  TEST(F32_CLAMP__NEON_X4, inplace) {
    TEST_REQUIRES_ARM_NEON;
    for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .inplace(true)
        .Test(xnn_f32_clamp_ukernel__neon_x4);
    }
  }

  TEST(F32_CLAMP__NEON_X4, qmin) {
    TEST_REQUIRES_ARM_NEON;
    for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
      for (uint8_t qmin = 1; qmin < 255; qmin++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(qmin)
          .qmax(255)
          .Test(xnn_f32_clamp_ukernel__neon_x4);
      }
    }
  }

  TEST(F32_CLAMP__NEON_X4, qmax) {
    TEST_REQUIRES_ARM_NEON;
    for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
      for (uint8_t qmax = 1; qmax < 255; qmax++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(0)
          .qmax(qmax)
          .Test(xnn_f32_clamp_ukernel__neon_x4);
      }
    }
  }
#endif  // XNN_ARCH_ARM || XNN_ARCH_ARM64


#if XNN_ARCH_ARM || XNN_ARCH_ARM64
  TEST(F32_CLAMP__NEON_X8, batch_eq_8) {
    TEST_REQUIRES_ARM_NEON;
    ClampMicrokernelTester()
      .batch_size(8)
      .Test(xnn_f32_clamp_ukernel__neon_x8);
  }

  TEST(F32_CLAMP__NEON_X8, batch_div_8) {
    TEST_REQUIRES_ARM_NEON;
    for (size_t batch_size = 16; batch_size < 80; batch_size += 8) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__neon_x8);
    }
  }

  TEST(F32_CLAMP__NEON_X8, batch_lt_8) {
    TEST_REQUIRES_ARM_NEON;
    for (size_t batch_size = 1; batch_size < 8; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__neon_x8);
    }
  }

  TEST(F32_CLAMP__NEON_X8, batch_gt_8) {
    TEST_REQUIRES_ARM_NEON;
    for (size_t batch_size = 9; batch_size < 16; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__neon_x8);
    }
  }

  TEST(F32_CLAMP__NEON_X8, inplace) {
    TEST_REQUIRES_ARM_NEON;
    for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .inplace(true)
        .Test(xnn_f32_clamp_ukernel__neon_x8);
    }
  }

  TEST(F32_CLAMP__NEON_X8, qmin) {
    TEST_REQUIRES_ARM_NEON;
    for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
      for (uint8_t qmin = 1; qmin < 255; qmin++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(qmin)
          .qmax(255)
          .Test(xnn_f32_clamp_ukernel__neon_x8);
      }
    }
  }

  TEST(F32_CLAMP__NEON_X8, qmax) {
    TEST_REQUIRES_ARM_NEON;
    for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
      for (uint8_t qmax = 1; qmax < 255; qmax++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(0)
          .qmax(qmax)
          .Test(xnn_f32_clamp_ukernel__neon_x8);
      }
    }
  }
#endif  // XNN_ARCH_ARM || XNN_ARCH_ARM64


#if XNN_ARCH_X86 || XNN_ARCH_X86_64
  TEST(F32_CLAMP__SSE_X4, batch_eq_4) {
    TEST_REQUIRES_X86_SSE;
    ClampMicrokernelTester()
      .batch_size(4)
      .Test(xnn_f32_clamp_ukernel__sse_x4);
  }

  TEST(F32_CLAMP__SSE_X4, batch_div_4) {
    TEST_REQUIRES_X86_SSE;
    for (size_t batch_size = 8; batch_size < 40; batch_size += 4) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__sse_x4);
    }
  }

  TEST(F32_CLAMP__SSE_X4, batch_lt_4) {
    TEST_REQUIRES_X86_SSE;
    for (size_t batch_size = 1; batch_size < 4; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__sse_x4);
    }
  }

  TEST(F32_CLAMP__SSE_X4, batch_gt_4) {
    TEST_REQUIRES_X86_SSE;
    for (size_t batch_size = 5; batch_size < 8; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__sse_x4);
    }
  }

  TEST(F32_CLAMP__SSE_X4, inplace) {
    TEST_REQUIRES_X86_SSE;
    for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .inplace(true)
        .Test(xnn_f32_clamp_ukernel__sse_x4);
    }
  }

  TEST(F32_CLAMP__SSE_X4, qmin) {
    TEST_REQUIRES_X86_SSE;
    for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
      for (uint8_t qmin = 1; qmin < 255; qmin++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(qmin)
          .qmax(255)
          .Test(xnn_f32_clamp_ukernel__sse_x4);
      }
    }
  }

  TEST(F32_CLAMP__SSE_X4, qmax) {
    TEST_REQUIRES_X86_SSE;
    for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
      for (uint8_t qmax = 1; qmax < 255; qmax++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(0)
          .qmax(qmax)
          .Test(xnn_f32_clamp_ukernel__sse_x4);
      }
    }
  }
#endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


#if XNN_ARCH_X86 || XNN_ARCH_X86_64
  TEST(F32_CLAMP__SSE_X8, batch_eq_8) {
    TEST_REQUIRES_X86_SSE;
    ClampMicrokernelTester()
      .batch_size(8)
      .Test(xnn_f32_clamp_ukernel__sse_x8);
  }

  TEST(F32_CLAMP__SSE_X8, batch_div_8) {
    TEST_REQUIRES_X86_SSE;
    for (size_t batch_size = 16; batch_size < 80; batch_size += 8) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__sse_x8);
    }
  }

  TEST(F32_CLAMP__SSE_X8, batch_lt_8) {
    TEST_REQUIRES_X86_SSE;
    for (size_t batch_size = 1; batch_size < 8; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__sse_x8);
    }
  }

  TEST(F32_CLAMP__SSE_X8, batch_gt_8) {
    TEST_REQUIRES_X86_SSE;
    for (size_t batch_size = 9; batch_size < 16; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__sse_x8);
    }
  }

  TEST(F32_CLAMP__SSE_X8, inplace) {
    TEST_REQUIRES_X86_SSE;
    for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .inplace(true)
        .Test(xnn_f32_clamp_ukernel__sse_x8);
    }
  }

  TEST(F32_CLAMP__SSE_X8, qmin) {
    TEST_REQUIRES_X86_SSE;
    for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
      for (uint8_t qmin = 1; qmin < 255; qmin++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(qmin)
          .qmax(255)
          .Test(xnn_f32_clamp_ukernel__sse_x8);
      }
    }
  }

  TEST(F32_CLAMP__SSE_X8, qmax) {
    TEST_REQUIRES_X86_SSE;
    for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
      for (uint8_t qmax = 1; qmax < 255; qmax++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(0)
          .qmax(qmax)
          .Test(xnn_f32_clamp_ukernel__sse_x8);
      }
    }
  }
#endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


#if XNN_ARCH_X86 || XNN_ARCH_X86_64
  TEST(F32_CLAMP__AVX_X8, batch_eq_8) {
    TEST_REQUIRES_X86_AVX;
    ClampMicrokernelTester()
      .batch_size(8)
      .Test(xnn_f32_clamp_ukernel__avx_x8);
  }

  TEST(F32_CLAMP__AVX_X8, batch_div_8) {
    TEST_REQUIRES_X86_AVX;
    for (size_t batch_size = 16; batch_size < 80; batch_size += 8) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__avx_x8);
    }
  }

  TEST(F32_CLAMP__AVX_X8, batch_lt_8) {
    TEST_REQUIRES_X86_AVX;
    for (size_t batch_size = 1; batch_size < 8; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__avx_x8);
    }
  }

  TEST(F32_CLAMP__AVX_X8, batch_gt_8) {
    TEST_REQUIRES_X86_AVX;
    for (size_t batch_size = 9; batch_size < 16; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__avx_x8);
    }
  }

  TEST(F32_CLAMP__AVX_X8, inplace) {
    TEST_REQUIRES_X86_AVX;
    for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .inplace(true)
        .Test(xnn_f32_clamp_ukernel__avx_x8);
    }
  }

  TEST(F32_CLAMP__AVX_X8, qmin) {
    TEST_REQUIRES_X86_AVX;
    for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
      for (uint8_t qmin = 1; qmin < 255; qmin++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(qmin)
          .qmax(255)
          .Test(xnn_f32_clamp_ukernel__avx_x8);
      }
    }
  }

  TEST(F32_CLAMP__AVX_X8, qmax) {
    TEST_REQUIRES_X86_AVX;
    for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
      for (uint8_t qmax = 1; qmax < 255; qmax++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(0)
          .qmax(qmax)
          .Test(xnn_f32_clamp_ukernel__avx_x8);
      }
    }
  }
#endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


#if XNN_ARCH_X86 || XNN_ARCH_X86_64
  TEST(F32_CLAMP__AVX_X16, batch_eq_16) {
    TEST_REQUIRES_X86_AVX;
    ClampMicrokernelTester()
      .batch_size(16)
      .Test(xnn_f32_clamp_ukernel__avx_x16);
  }

  TEST(F32_CLAMP__AVX_X16, batch_div_16) {
    TEST_REQUIRES_X86_AVX;
    for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__avx_x16);
    }
  }

  TEST(F32_CLAMP__AVX_X16, batch_lt_16) {
    TEST_REQUIRES_X86_AVX;
    for (size_t batch_size = 1; batch_size < 16; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__avx_x16);
    }
  }

  TEST(F32_CLAMP__AVX_X16, batch_gt_16) {
    TEST_REQUIRES_X86_AVX;
    for (size_t batch_size = 17; batch_size < 32; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__avx_x16);
    }
  }

  TEST(F32_CLAMP__AVX_X16, inplace) {
    TEST_REQUIRES_X86_AVX;
    for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .inplace(true)
        .Test(xnn_f32_clamp_ukernel__avx_x16);
    }
  }

  TEST(F32_CLAMP__AVX_X16, qmin) {
    TEST_REQUIRES_X86_AVX;
    for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
      for (uint8_t qmin = 1; qmin < 255; qmin++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(qmin)
          .qmax(255)
          .Test(xnn_f32_clamp_ukernel__avx_x16);
      }
    }
  }

  TEST(F32_CLAMP__AVX_X16, qmax) {
    TEST_REQUIRES_X86_AVX;
    for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
      for (uint8_t qmax = 1; qmax < 255; qmax++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(0)
          .qmax(qmax)
          .Test(xnn_f32_clamp_ukernel__avx_x16);
      }
    }
  }
#endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


#if XNN_ARCH_X86 || XNN_ARCH_X86_64
  TEST(F32_CLAMP__AVX512F_X16, batch_eq_16) {
    TEST_REQUIRES_X86_AVX512F;
    ClampMicrokernelTester()
      .batch_size(16)
      .Test(xnn_f32_clamp_ukernel__avx512f_x16);
  }

  TEST(F32_CLAMP__AVX512F_X16, batch_div_16) {
    TEST_REQUIRES_X86_AVX512F;
    for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__avx512f_x16);
    }
  }

  TEST(F32_CLAMP__AVX512F_X16, batch_lt_16) {
    TEST_REQUIRES_X86_AVX512F;
    for (size_t batch_size = 1; batch_size < 16; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__avx512f_x16);
    }
  }

  TEST(F32_CLAMP__AVX512F_X16, batch_gt_16) {
    TEST_REQUIRES_X86_AVX512F;
    for (size_t batch_size = 17; batch_size < 32; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__avx512f_x16);
    }
  }

  TEST(F32_CLAMP__AVX512F_X16, inplace) {
    TEST_REQUIRES_X86_AVX512F;
    for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .inplace(true)
        .Test(xnn_f32_clamp_ukernel__avx512f_x16);
    }
  }

  TEST(F32_CLAMP__AVX512F_X16, qmin) {
    TEST_REQUIRES_X86_AVX512F;
    for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
      for (uint8_t qmin = 1; qmin < 255; qmin++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(qmin)
          .qmax(255)
          .Test(xnn_f32_clamp_ukernel__avx512f_x16);
      }
    }
  }

  TEST(F32_CLAMP__AVX512F_X16, qmax) {
    TEST_REQUIRES_X86_AVX512F;
    for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
      for (uint8_t qmax = 1; qmax < 255; qmax++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(0)
          .qmax(qmax)
          .Test(xnn_f32_clamp_ukernel__avx512f_x16);
      }
    }
  }
#endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


#if XNN_ARCH_X86 || XNN_ARCH_X86_64
  TEST(F32_CLAMP__AVX512F_X32, batch_eq_32) {
    TEST_REQUIRES_X86_AVX512F;
    ClampMicrokernelTester()
      .batch_size(32)
      .Test(xnn_f32_clamp_ukernel__avx512f_x32);
  }

  TEST(F32_CLAMP__AVX512F_X32, batch_div_32) {
    TEST_REQUIRES_X86_AVX512F;
    for (size_t batch_size = 64; batch_size < 320; batch_size += 32) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__avx512f_x32);
    }
  }

  TEST(F32_CLAMP__AVX512F_X32, batch_lt_32) {
    TEST_REQUIRES_X86_AVX512F;
    for (size_t batch_size = 1; batch_size < 32; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__avx512f_x32);
    }
  }

  TEST(F32_CLAMP__AVX512F_X32, batch_gt_32) {
    TEST_REQUIRES_X86_AVX512F;
    for (size_t batch_size = 33; batch_size < 64; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__avx512f_x32);
    }
  }

  TEST(F32_CLAMP__AVX512F_X32, inplace) {
    TEST_REQUIRES_X86_AVX512F;
    for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .inplace(true)
        .Test(xnn_f32_clamp_ukernel__avx512f_x32);
    }
  }

  TEST(F32_CLAMP__AVX512F_X32, qmin) {
    TEST_REQUIRES_X86_AVX512F;
    for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
      for (uint8_t qmin = 1; qmin < 255; qmin++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(qmin)
          .qmax(255)
          .Test(xnn_f32_clamp_ukernel__avx512f_x32);
      }
    }
  }

  TEST(F32_CLAMP__AVX512F_X32, qmax) {
    TEST_REQUIRES_X86_AVX512F;
    for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
      for (uint8_t qmax = 1; qmax < 255; qmax++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(0)
          .qmax(qmax)
          .Test(xnn_f32_clamp_ukernel__avx512f_x32);
      }
    }
  }
#endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


#if XNN_ARCH_WASMSIMD
  TEST(F32_CLAMP__WASMSIMD_ARM_X4, batch_eq_4) {
    ClampMicrokernelTester()
      .batch_size(4)
      .Test(xnn_f32_clamp_ukernel__wasmsimd_arm_x4);
  }

  TEST(F32_CLAMP__WASMSIMD_ARM_X4, batch_div_4) {
    for (size_t batch_size = 8; batch_size < 40; batch_size += 4) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasmsimd_arm_x4);
    }
  }

  TEST(F32_CLAMP__WASMSIMD_ARM_X4, batch_lt_4) {
    for (size_t batch_size = 1; batch_size < 4; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasmsimd_arm_x4);
    }
  }

  TEST(F32_CLAMP__WASMSIMD_ARM_X4, batch_gt_4) {
    for (size_t batch_size = 5; batch_size < 8; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasmsimd_arm_x4);
    }
  }

  TEST(F32_CLAMP__WASMSIMD_ARM_X4, inplace) {
    for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .inplace(true)
        .Test(xnn_f32_clamp_ukernel__wasmsimd_arm_x4);
    }
  }

  TEST(F32_CLAMP__WASMSIMD_ARM_X4, qmin) {
    for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
      for (uint8_t qmin = 1; qmin < 255; qmin++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(qmin)
          .qmax(255)
          .Test(xnn_f32_clamp_ukernel__wasmsimd_arm_x4);
      }
    }
  }

  TEST(F32_CLAMP__WASMSIMD_ARM_X4, qmax) {
    for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
      for (uint8_t qmax = 1; qmax < 255; qmax++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(0)
          .qmax(qmax)
          .Test(xnn_f32_clamp_ukernel__wasmsimd_arm_x4);
      }
    }
  }
#endif  // XNN_ARCH_WASMSIMD


#if XNN_ARCH_WASMSIMD
  TEST(F32_CLAMP__WASMSIMD_ARM_X8, batch_eq_8) {
    ClampMicrokernelTester()
      .batch_size(8)
      .Test(xnn_f32_clamp_ukernel__wasmsimd_arm_x8);
  }

  TEST(F32_CLAMP__WASMSIMD_ARM_X8, batch_div_8) {
    for (size_t batch_size = 16; batch_size < 80; batch_size += 8) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasmsimd_arm_x8);
    }
  }

  TEST(F32_CLAMP__WASMSIMD_ARM_X8, batch_lt_8) {
    for (size_t batch_size = 1; batch_size < 8; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasmsimd_arm_x8);
    }
  }

  TEST(F32_CLAMP__WASMSIMD_ARM_X8, batch_gt_8) {
    for (size_t batch_size = 9; batch_size < 16; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasmsimd_arm_x8);
    }
  }

  TEST(F32_CLAMP__WASMSIMD_ARM_X8, inplace) {
    for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .inplace(true)
        .Test(xnn_f32_clamp_ukernel__wasmsimd_arm_x8);
    }
  }

  TEST(F32_CLAMP__WASMSIMD_ARM_X8, qmin) {
    for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
      for (uint8_t qmin = 1; qmin < 255; qmin++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(qmin)
          .qmax(255)
          .Test(xnn_f32_clamp_ukernel__wasmsimd_arm_x8);
      }
    }
  }

  TEST(F32_CLAMP__WASMSIMD_ARM_X8, qmax) {
    for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
      for (uint8_t qmax = 1; qmax < 255; qmax++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(0)
          .qmax(qmax)
          .Test(xnn_f32_clamp_ukernel__wasmsimd_arm_x8);
      }
    }
  }
#endif  // XNN_ARCH_WASMSIMD


#if XNN_ARCH_WASMSIMD
  TEST(F32_CLAMP__WASMSIMD_X86_X4, batch_eq_4) {
    ClampMicrokernelTester()
      .batch_size(4)
      .Test(xnn_f32_clamp_ukernel__wasmsimd_x86_x4);
  }

  TEST(F32_CLAMP__WASMSIMD_X86_X4, batch_div_4) {
    for (size_t batch_size = 8; batch_size < 40; batch_size += 4) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasmsimd_x86_x4);
    }
  }

  TEST(F32_CLAMP__WASMSIMD_X86_X4, batch_lt_4) {
    for (size_t batch_size = 1; batch_size < 4; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasmsimd_x86_x4);
    }
  }

  TEST(F32_CLAMP__WASMSIMD_X86_X4, batch_gt_4) {
    for (size_t batch_size = 5; batch_size < 8; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasmsimd_x86_x4);
    }
  }

  TEST(F32_CLAMP__WASMSIMD_X86_X4, inplace) {
    for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .inplace(true)
        .Test(xnn_f32_clamp_ukernel__wasmsimd_x86_x4);
    }
  }

  TEST(F32_CLAMP__WASMSIMD_X86_X4, qmin) {
    for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
      for (uint8_t qmin = 1; qmin < 255; qmin++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(qmin)
          .qmax(255)
          .Test(xnn_f32_clamp_ukernel__wasmsimd_x86_x4);
      }
    }
  }

  TEST(F32_CLAMP__WASMSIMD_X86_X4, qmax) {
    for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
      for (uint8_t qmax = 1; qmax < 255; qmax++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(0)
          .qmax(qmax)
          .Test(xnn_f32_clamp_ukernel__wasmsimd_x86_x4);
      }
    }
  }
#endif  // XNN_ARCH_WASMSIMD


#if XNN_ARCH_WASMSIMD
  TEST(F32_CLAMP__WASMSIMD_X86_X8, batch_eq_8) {
    ClampMicrokernelTester()
      .batch_size(8)
      .Test(xnn_f32_clamp_ukernel__wasmsimd_x86_x8);
  }

  TEST(F32_CLAMP__WASMSIMD_X86_X8, batch_div_8) {
    for (size_t batch_size = 16; batch_size < 80; batch_size += 8) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasmsimd_x86_x8);
    }
  }

  TEST(F32_CLAMP__WASMSIMD_X86_X8, batch_lt_8) {
    for (size_t batch_size = 1; batch_size < 8; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasmsimd_x86_x8);
    }
  }

  TEST(F32_CLAMP__WASMSIMD_X86_X8, batch_gt_8) {
    for (size_t batch_size = 9; batch_size < 16; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasmsimd_x86_x8);
    }
  }

  TEST(F32_CLAMP__WASMSIMD_X86_X8, inplace) {
    for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .inplace(true)
        .Test(xnn_f32_clamp_ukernel__wasmsimd_x86_x8);
    }
  }

  TEST(F32_CLAMP__WASMSIMD_X86_X8, qmin) {
    for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
      for (uint8_t qmin = 1; qmin < 255; qmin++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(qmin)
          .qmax(255)
          .Test(xnn_f32_clamp_ukernel__wasmsimd_x86_x8);
      }
    }
  }

  TEST(F32_CLAMP__WASMSIMD_X86_X8, qmax) {
    for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
      for (uint8_t qmax = 1; qmax < 255; qmax++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(0)
          .qmax(qmax)
          .Test(xnn_f32_clamp_ukernel__wasmsimd_x86_x8);
      }
    }
  }
#endif  // XNN_ARCH_WASMSIMD


#if XNN_ARCH_WASM || XNN_ARCH_WASMSIMD
  TEST(F32_CLAMP__WASM_X1, batch_eq_1) {
    ClampMicrokernelTester()
      .batch_size(1)
      .Test(xnn_f32_clamp_ukernel__wasm_x1);
  }

  TEST(F32_CLAMP__WASM_X1, batch_gt_1) {
    for (size_t batch_size = 2; batch_size < 10; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasm_x1);
    }
  }

  TEST(F32_CLAMP__WASM_X1, inplace) {
    for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .inplace(true)
        .Test(xnn_f32_clamp_ukernel__wasm_x1);
    }
  }

  TEST(F32_CLAMP__WASM_X1, qmin) {
    for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
      for (uint8_t qmin = 1; qmin < 255; qmin++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(qmin)
          .qmax(255)
          .Test(xnn_f32_clamp_ukernel__wasm_x1);
      }
    }
  }

  TEST(F32_CLAMP__WASM_X1, qmax) {
    for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
      for (uint8_t qmax = 1; qmax < 255; qmax++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(0)
          .qmax(qmax)
          .Test(xnn_f32_clamp_ukernel__wasm_x1);
      }
    }
  }
#endif  // XNN_ARCH_WASM || XNN_ARCH_WASMSIMD


#if XNN_ARCH_WASM || XNN_ARCH_WASMSIMD
  TEST(F32_CLAMP__WASM_X2, batch_eq_2) {
    ClampMicrokernelTester()
      .batch_size(2)
      .Test(xnn_f32_clamp_ukernel__wasm_x2);
  }

  TEST(F32_CLAMP__WASM_X2, batch_div_2) {
    for (size_t batch_size = 4; batch_size < 20; batch_size += 2) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasm_x2);
    }
  }

  TEST(F32_CLAMP__WASM_X2, batch_lt_2) {
    for (size_t batch_size = 1; batch_size < 2; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasm_x2);
    }
  }

  TEST(F32_CLAMP__WASM_X2, batch_gt_2) {
    for (size_t batch_size = 3; batch_size < 4; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasm_x2);
    }
  }

  TEST(F32_CLAMP__WASM_X2, inplace) {
    for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .inplace(true)
        .Test(xnn_f32_clamp_ukernel__wasm_x2);
    }
  }

  TEST(F32_CLAMP__WASM_X2, qmin) {
    for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
      for (uint8_t qmin = 1; qmin < 255; qmin++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(qmin)
          .qmax(255)
          .Test(xnn_f32_clamp_ukernel__wasm_x2);
      }
    }
  }

  TEST(F32_CLAMP__WASM_X2, qmax) {
    for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
      for (uint8_t qmax = 1; qmax < 255; qmax++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(0)
          .qmax(qmax)
          .Test(xnn_f32_clamp_ukernel__wasm_x2);
      }
    }
  }
#endif  // XNN_ARCH_WASM || XNN_ARCH_WASMSIMD


#if XNN_ARCH_WASM || XNN_ARCH_WASMSIMD
  TEST(F32_CLAMP__WASM_X4, batch_eq_4) {
    ClampMicrokernelTester()
      .batch_size(4)
      .Test(xnn_f32_clamp_ukernel__wasm_x4);
  }

  TEST(F32_CLAMP__WASM_X4, batch_div_4) {
    for (size_t batch_size = 8; batch_size < 40; batch_size += 4) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasm_x4);
    }
  }

  TEST(F32_CLAMP__WASM_X4, batch_lt_4) {
    for (size_t batch_size = 1; batch_size < 4; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasm_x4);
    }
  }

  TEST(F32_CLAMP__WASM_X4, batch_gt_4) {
    for (size_t batch_size = 5; batch_size < 8; batch_size++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .Test(xnn_f32_clamp_ukernel__wasm_x4);
    }
  }

  TEST(F32_CLAMP__WASM_X4, inplace) {
    for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .inplace(true)
        .Test(xnn_f32_clamp_ukernel__wasm_x4);
    }
  }

  TEST(F32_CLAMP__WASM_X4, qmin) {
    for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
      for (uint8_t qmin = 1; qmin < 255; qmin++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(qmin)
          .qmax(255)
          .Test(xnn_f32_clamp_ukernel__wasm_x4);
      }
    }
  }

  TEST(F32_CLAMP__WASM_X4, qmax) {
    for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
      for (uint8_t qmax = 1; qmax < 255; qmax++) {
        ClampMicrokernelTester()
          .batch_size(batch_size)
          .qmin(0)
          .qmax(qmax)
          .Test(xnn_f32_clamp_ukernel__wasm_x4);
      }
    }
  }
#endif  // XNN_ARCH_WASM || XNN_ARCH_WASMSIMD


TEST(F32_CLAMP__SCALAR_X1, batch_eq_1) {
  ClampMicrokernelTester()
    .batch_size(1)
    .Test(xnn_f32_clamp_ukernel__scalar_x1, ClampMicrokernelTester::Variant::Scalar);
}

TEST(F32_CLAMP__SCALAR_X1, batch_gt_1) {
  for (size_t batch_size = 2; batch_size < 10; batch_size++) {
    ClampMicrokernelTester()
      .batch_size(batch_size)
      .Test(xnn_f32_clamp_ukernel__scalar_x1, ClampMicrokernelTester::Variant::Scalar);
  }
}

TEST(F32_CLAMP__SCALAR_X1, inplace) {
  for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
    ClampMicrokernelTester()
      .batch_size(batch_size)
      .inplace(true)
      .Test(xnn_f32_clamp_ukernel__scalar_x1, ClampMicrokernelTester::Variant::Scalar);
  }
}

TEST(F32_CLAMP__SCALAR_X1, qmin) {
  for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
    for (uint8_t qmin = 1; qmin < 255; qmin++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .qmin(qmin)
        .qmax(255)
        .Test(xnn_f32_clamp_ukernel__scalar_x1, ClampMicrokernelTester::Variant::Scalar);
    }
  }
}

TEST(F32_CLAMP__SCALAR_X1, qmax) {
  for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
    for (uint8_t qmax = 1; qmax < 255; qmax++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .qmin(0)
        .qmax(qmax)
        .Test(xnn_f32_clamp_ukernel__scalar_x1, ClampMicrokernelTester::Variant::Scalar);
    }
  }
}

TEST(F32_CLAMP__SCALAR_X2, batch_eq_2) {
  ClampMicrokernelTester()
    .batch_size(2)
    .Test(xnn_f32_clamp_ukernel__scalar_x2, ClampMicrokernelTester::Variant::Scalar);
}

TEST(F32_CLAMP__SCALAR_X2, batch_div_2) {
  for (size_t batch_size = 4; batch_size < 20; batch_size += 2) {
    ClampMicrokernelTester()
      .batch_size(batch_size)
      .Test(xnn_f32_clamp_ukernel__scalar_x2, ClampMicrokernelTester::Variant::Scalar);
  }
}

TEST(F32_CLAMP__SCALAR_X2, batch_lt_2) {
  for (size_t batch_size = 1; batch_size < 2; batch_size++) {
    ClampMicrokernelTester()
      .batch_size(batch_size)
      .Test(xnn_f32_clamp_ukernel__scalar_x2, ClampMicrokernelTester::Variant::Scalar);
  }
}

TEST(F32_CLAMP__SCALAR_X2, batch_gt_2) {
  for (size_t batch_size = 3; batch_size < 4; batch_size++) {
    ClampMicrokernelTester()
      .batch_size(batch_size)
      .Test(xnn_f32_clamp_ukernel__scalar_x2, ClampMicrokernelTester::Variant::Scalar);
  }
}

TEST(F32_CLAMP__SCALAR_X2, inplace) {
  for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
    ClampMicrokernelTester()
      .batch_size(batch_size)
      .inplace(true)
      .Test(xnn_f32_clamp_ukernel__scalar_x2, ClampMicrokernelTester::Variant::Scalar);
  }
}

TEST(F32_CLAMP__SCALAR_X2, qmin) {
  for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
    for (uint8_t qmin = 1; qmin < 255; qmin++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .qmin(qmin)
        .qmax(255)
        .Test(xnn_f32_clamp_ukernel__scalar_x2, ClampMicrokernelTester::Variant::Scalar);
    }
  }
}

TEST(F32_CLAMP__SCALAR_X2, qmax) {
  for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
    for (uint8_t qmax = 1; qmax < 255; qmax++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .qmin(0)
        .qmax(qmax)
        .Test(xnn_f32_clamp_ukernel__scalar_x2, ClampMicrokernelTester::Variant::Scalar);
    }
  }
}

TEST(F32_CLAMP__SCALAR_X4, batch_eq_4) {
  ClampMicrokernelTester()
    .batch_size(4)
    .Test(xnn_f32_clamp_ukernel__scalar_x4, ClampMicrokernelTester::Variant::Scalar);
}

TEST(F32_CLAMP__SCALAR_X4, batch_div_4) {
  for (size_t batch_size = 8; batch_size < 40; batch_size += 4) {
    ClampMicrokernelTester()
      .batch_size(batch_size)
      .Test(xnn_f32_clamp_ukernel__scalar_x4, ClampMicrokernelTester::Variant::Scalar);
  }
}

TEST(F32_CLAMP__SCALAR_X4, batch_lt_4) {
  for (size_t batch_size = 1; batch_size < 4; batch_size++) {
    ClampMicrokernelTester()
      .batch_size(batch_size)
      .Test(xnn_f32_clamp_ukernel__scalar_x4, ClampMicrokernelTester::Variant::Scalar);
  }
}

TEST(F32_CLAMP__SCALAR_X4, batch_gt_4) {
  for (size_t batch_size = 5; batch_size < 8; batch_size++) {
    ClampMicrokernelTester()
      .batch_size(batch_size)
      .Test(xnn_f32_clamp_ukernel__scalar_x4, ClampMicrokernelTester::Variant::Scalar);
  }
}

TEST(F32_CLAMP__SCALAR_X4, inplace) {
  for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
    ClampMicrokernelTester()
      .batch_size(batch_size)
      .inplace(true)
      .Test(xnn_f32_clamp_ukernel__scalar_x4, ClampMicrokernelTester::Variant::Scalar);
  }
}

TEST(F32_CLAMP__SCALAR_X4, qmin) {
  for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
    for (uint8_t qmin = 1; qmin < 255; qmin++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .qmin(qmin)
        .qmax(255)
        .Test(xnn_f32_clamp_ukernel__scalar_x4, ClampMicrokernelTester::Variant::Scalar);
    }
  }
}

TEST(F32_CLAMP__SCALAR_X4, qmax) {
  for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
    for (uint8_t qmax = 1; qmax < 255; qmax++) {
      ClampMicrokernelTester()
        .batch_size(batch_size)
        .qmin(0)
        .qmax(qmax)
        .Test(xnn_f32_clamp_ukernel__scalar_x4, ClampMicrokernelTester::Variant::Scalar);
    }
  }
}