test/qu8-vcvt.cc - platform/external/XNNPACK - Git at Google

 // Copyright 2021 Google LLC
 //
 // This source code is licensed under the BSD-style license found in the
 // LICENSE file in the root directory of this source tree.
 //
 // Auto-generated file. Do not edit!
 //   Specification: test/qu8-vcvt.yaml
 //   Generator: tools/generate-vcvt-test.py


 #include <gtest/gtest.h>

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

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


 #if XNN_ARCH_ARM || XNN_ARCH_ARM64
   TEST(QU8_VCVT__NEON_X8, batch_eq_8) {
     TEST_REQUIRES_ARM_NEON;
     VCvtMicrokernelTester()
       .batch_size(8)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__neon_x8, xnn_init_qu8_cvt_neon_params);
   }

   TEST(QU8_VCVT__NEON_X8, batch_div_8) {
     TEST_REQUIRES_ARM_NEON;
     for (size_t batch_size = 16; batch_size < 80; batch_size += 8) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__neon_x8, xnn_init_qu8_cvt_neon_params);
     }
   }

   TEST(QU8_VCVT__NEON_X8, batch_lt_8) {
     TEST_REQUIRES_ARM_NEON;
     for (size_t batch_size = 1; batch_size < 8; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__neon_x8, xnn_init_qu8_cvt_neon_params);
     }
   }

   TEST(QU8_VCVT__NEON_X8, batch_gt_8) {
     TEST_REQUIRES_ARM_NEON;
     for (size_t batch_size = 9; batch_size < 16; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__neon_x8, xnn_init_qu8_cvt_neon_params);
     }
   }

   TEST(QU8_VCVT__NEON_X8, scale) {
     TEST_REQUIRES_ARM_NEON;
     for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__neon_x8, xnn_init_qu8_cvt_neon_params);
     }
   }

   TEST(QU8_VCVT__NEON_X8, input_zero_point) {
     TEST_REQUIRES_ARM_NEON;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__neon_x8, xnn_init_qu8_cvt_neon_params);
       }
     }
   }

   TEST(QU8_VCVT__NEON_X8, output_zero_point) {
     TEST_REQUIRES_ARM_NEON;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__neon_x8, xnn_init_qu8_cvt_neon_params);
       }
     }
   }
 #endif  // XNN_ARCH_ARM || XNN_ARCH_ARM64


 #if XNN_ARCH_ARM || XNN_ARCH_ARM64
   TEST(QU8_VCVT__NEON_X16, batch_eq_16) {
     TEST_REQUIRES_ARM_NEON;
     VCvtMicrokernelTester()
       .batch_size(16)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__neon_x16, xnn_init_qu8_cvt_neon_params);
   }

   TEST(QU8_VCVT__NEON_X16, batch_div_16) {
     TEST_REQUIRES_ARM_NEON;
     for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__neon_x16, xnn_init_qu8_cvt_neon_params);
     }
   }

   TEST(QU8_VCVT__NEON_X16, batch_lt_16) {
     TEST_REQUIRES_ARM_NEON;
     for (size_t batch_size = 1; batch_size < 16; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__neon_x16, xnn_init_qu8_cvt_neon_params);
     }
   }

   TEST(QU8_VCVT__NEON_X16, batch_gt_16) {
     TEST_REQUIRES_ARM_NEON;
     for (size_t batch_size = 17; batch_size < 32; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__neon_x16, xnn_init_qu8_cvt_neon_params);
     }
   }

   TEST(QU8_VCVT__NEON_X16, scale) {
     TEST_REQUIRES_ARM_NEON;
     for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__neon_x16, xnn_init_qu8_cvt_neon_params);
     }
   }

   TEST(QU8_VCVT__NEON_X16, input_zero_point) {
     TEST_REQUIRES_ARM_NEON;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__neon_x16, xnn_init_qu8_cvt_neon_params);
       }
     }
   }

   TEST(QU8_VCVT__NEON_X16, output_zero_point) {
     TEST_REQUIRES_ARM_NEON;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__neon_x16, xnn_init_qu8_cvt_neon_params);
       }
     }
   }
 #endif  // XNN_ARCH_ARM || XNN_ARCH_ARM64


 #if XNN_ARCH_ARM || XNN_ARCH_ARM64
   TEST(QU8_VCVT__NEON_X32, batch_eq_32) {
     TEST_REQUIRES_ARM_NEON;
     VCvtMicrokernelTester()
       .batch_size(32)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__neon_x32, xnn_init_qu8_cvt_neon_params);
   }

   TEST(QU8_VCVT__NEON_X32, batch_div_32) {
     TEST_REQUIRES_ARM_NEON;
     for (size_t batch_size = 64; batch_size < 320; batch_size += 32) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__neon_x32, xnn_init_qu8_cvt_neon_params);
     }
   }

   TEST(QU8_VCVT__NEON_X32, batch_lt_32) {
     TEST_REQUIRES_ARM_NEON;
     for (size_t batch_size = 1; batch_size < 32; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__neon_x32, xnn_init_qu8_cvt_neon_params);
     }
   }

   TEST(QU8_VCVT__NEON_X32, batch_gt_32) {
     TEST_REQUIRES_ARM_NEON;
     for (size_t batch_size = 33; batch_size < 64; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__neon_x32, xnn_init_qu8_cvt_neon_params);
     }
   }

   TEST(QU8_VCVT__NEON_X32, scale) {
     TEST_REQUIRES_ARM_NEON;
     for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__neon_x32, xnn_init_qu8_cvt_neon_params);
     }
   }

   TEST(QU8_VCVT__NEON_X32, input_zero_point) {
     TEST_REQUIRES_ARM_NEON;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__neon_x32, xnn_init_qu8_cvt_neon_params);
       }
     }
   }

   TEST(QU8_VCVT__NEON_X32, output_zero_point) {
     TEST_REQUIRES_ARM_NEON;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__neon_x32, xnn_init_qu8_cvt_neon_params);
       }
     }
   }
 #endif  // XNN_ARCH_ARM || XNN_ARCH_ARM64


 #if XNN_ARCH_X86 || XNN_ARCH_X86_64
   TEST(QU8_VCVT__SSE2_X16, batch_eq_16) {
     TEST_REQUIRES_X86_SSE2;
     VCvtMicrokernelTester()
       .batch_size(16)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__sse2_x16, xnn_init_qu8_cvt_sse2_params);
   }

   TEST(QU8_VCVT__SSE2_X16, batch_div_16) {
     TEST_REQUIRES_X86_SSE2;
     for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse2_x16, xnn_init_qu8_cvt_sse2_params);
     }
   }

   TEST(QU8_VCVT__SSE2_X16, batch_lt_16) {
     TEST_REQUIRES_X86_SSE2;
     for (size_t batch_size = 1; batch_size < 16; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse2_x16, xnn_init_qu8_cvt_sse2_params);
     }
   }

   TEST(QU8_VCVT__SSE2_X16, batch_gt_16) {
     TEST_REQUIRES_X86_SSE2;
     for (size_t batch_size = 17; batch_size < 32; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse2_x16, xnn_init_qu8_cvt_sse2_params);
     }
   }

   TEST(QU8_VCVT__SSE2_X16, scale) {
     TEST_REQUIRES_X86_SSE2;
     for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse2_x16, xnn_init_qu8_cvt_sse2_params);
     }
   }

   TEST(QU8_VCVT__SSE2_X16, input_zero_point) {
     TEST_REQUIRES_X86_SSE2;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__sse2_x16, xnn_init_qu8_cvt_sse2_params);
       }
     }
   }

   TEST(QU8_VCVT__SSE2_X16, output_zero_point) {
     TEST_REQUIRES_X86_SSE2;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__sse2_x16, xnn_init_qu8_cvt_sse2_params);
       }
     }
   }
 #endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


 #if XNN_ARCH_X86 || XNN_ARCH_X86_64
   TEST(QU8_VCVT__SSE2_X32, batch_eq_32) {
     TEST_REQUIRES_X86_SSE2;
     VCvtMicrokernelTester()
       .batch_size(32)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__sse2_x32, xnn_init_qu8_cvt_sse2_params);
   }

   TEST(QU8_VCVT__SSE2_X32, batch_div_32) {
     TEST_REQUIRES_X86_SSE2;
     for (size_t batch_size = 64; batch_size < 320; batch_size += 32) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse2_x32, xnn_init_qu8_cvt_sse2_params);
     }
   }

   TEST(QU8_VCVT__SSE2_X32, batch_lt_32) {
     TEST_REQUIRES_X86_SSE2;
     for (size_t batch_size = 1; batch_size < 32; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse2_x32, xnn_init_qu8_cvt_sse2_params);
     }
   }

   TEST(QU8_VCVT__SSE2_X32, batch_gt_32) {
     TEST_REQUIRES_X86_SSE2;
     for (size_t batch_size = 33; batch_size < 64; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse2_x32, xnn_init_qu8_cvt_sse2_params);
     }
   }

   TEST(QU8_VCVT__SSE2_X32, scale) {
     TEST_REQUIRES_X86_SSE2;
     for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse2_x32, xnn_init_qu8_cvt_sse2_params);
     }
   }

   TEST(QU8_VCVT__SSE2_X32, input_zero_point) {
     TEST_REQUIRES_X86_SSE2;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__sse2_x32, xnn_init_qu8_cvt_sse2_params);
       }
     }
   }

   TEST(QU8_VCVT__SSE2_X32, output_zero_point) {
     TEST_REQUIRES_X86_SSE2;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__sse2_x32, xnn_init_qu8_cvt_sse2_params);
       }
     }
   }
 #endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


 #if XNN_ARCH_X86 || XNN_ARCH_X86_64
   TEST(QU8_VCVT__SSSE3_X16, batch_eq_16) {
     TEST_REQUIRES_X86_SSSE3;
     VCvtMicrokernelTester()
       .batch_size(16)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__ssse3_x16, xnn_init_qu8_cvt_ssse3_params);
   }

   TEST(QU8_VCVT__SSSE3_X16, batch_div_16) {
     TEST_REQUIRES_X86_SSSE3;
     for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__ssse3_x16, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSSE3_X16, batch_lt_16) {
     TEST_REQUIRES_X86_SSSE3;
     for (size_t batch_size = 1; batch_size < 16; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__ssse3_x16, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSSE3_X16, batch_gt_16) {
     TEST_REQUIRES_X86_SSSE3;
     for (size_t batch_size = 17; batch_size < 32; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__ssse3_x16, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSSE3_X16, scale) {
     TEST_REQUIRES_X86_SSSE3;
     for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__ssse3_x16, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSSE3_X16, input_zero_point) {
     TEST_REQUIRES_X86_SSSE3;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__ssse3_x16, xnn_init_qu8_cvt_ssse3_params);
       }
     }
   }

   TEST(QU8_VCVT__SSSE3_X16, output_zero_point) {
     TEST_REQUIRES_X86_SSSE3;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__ssse3_x16, xnn_init_qu8_cvt_ssse3_params);
       }
     }
   }
 #endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


 #if XNN_ARCH_X86 || XNN_ARCH_X86_64
   TEST(QU8_VCVT__SSSE3_X32, batch_eq_32) {
     TEST_REQUIRES_X86_SSSE3;
     VCvtMicrokernelTester()
       .batch_size(32)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__ssse3_x32, xnn_init_qu8_cvt_ssse3_params);
   }

   TEST(QU8_VCVT__SSSE3_X32, batch_div_32) {
     TEST_REQUIRES_X86_SSSE3;
     for (size_t batch_size = 64; batch_size < 320; batch_size += 32) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__ssse3_x32, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSSE3_X32, batch_lt_32) {
     TEST_REQUIRES_X86_SSSE3;
     for (size_t batch_size = 1; batch_size < 32; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__ssse3_x32, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSSE3_X32, batch_gt_32) {
     TEST_REQUIRES_X86_SSSE3;
     for (size_t batch_size = 33; batch_size < 64; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__ssse3_x32, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSSE3_X32, scale) {
     TEST_REQUIRES_X86_SSSE3;
     for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__ssse3_x32, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSSE3_X32, input_zero_point) {
     TEST_REQUIRES_X86_SSSE3;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__ssse3_x32, xnn_init_qu8_cvt_ssse3_params);
       }
     }
   }

   TEST(QU8_VCVT__SSSE3_X32, output_zero_point) {
     TEST_REQUIRES_X86_SSSE3;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__ssse3_x32, xnn_init_qu8_cvt_ssse3_params);
       }
     }
   }
 #endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


 #if XNN_ARCH_X86 || XNN_ARCH_X86_64
   TEST(QU8_VCVT__AVX_X8, batch_eq_8) {
     TEST_REQUIRES_X86_AVX;
     VCvtMicrokernelTester()
       .batch_size(8)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__avx_x8, xnn_init_qu8_cvt_ssse3_params);
   }

   TEST(QU8_VCVT__AVX_X8, batch_div_8) {
     TEST_REQUIRES_X86_AVX;
     for (size_t batch_size = 16; batch_size < 80; batch_size += 8) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx_x8, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__AVX_X8, batch_lt_8) {
     TEST_REQUIRES_X86_AVX;
     for (size_t batch_size = 1; batch_size < 8; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx_x8, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__AVX_X8, batch_gt_8) {
     TEST_REQUIRES_X86_AVX;
     for (size_t batch_size = 9; batch_size < 16; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx_x8, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__AVX_X8, scale) {
     TEST_REQUIRES_X86_AVX;
     for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx_x8, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__AVX_X8, input_zero_point) {
     TEST_REQUIRES_X86_AVX;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__avx_x8, xnn_init_qu8_cvt_ssse3_params);
       }
     }
   }

   TEST(QU8_VCVT__AVX_X8, output_zero_point) {
     TEST_REQUIRES_X86_AVX;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__avx_x8, xnn_init_qu8_cvt_ssse3_params);
       }
     }
   }
 #endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


 #if XNN_ARCH_X86 || XNN_ARCH_X86_64
   TEST(QU8_VCVT__AVX_X16, batch_eq_16) {
     TEST_REQUIRES_X86_AVX;
     VCvtMicrokernelTester()
       .batch_size(16)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__avx_x16, xnn_init_qu8_cvt_ssse3_params);
   }

   TEST(QU8_VCVT__AVX_X16, batch_div_16) {
     TEST_REQUIRES_X86_AVX;
     for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx_x16, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__AVX_X16, batch_lt_16) {
     TEST_REQUIRES_X86_AVX;
     for (size_t batch_size = 1; batch_size < 16; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx_x16, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__AVX_X16, batch_gt_16) {
     TEST_REQUIRES_X86_AVX;
     for (size_t batch_size = 17; batch_size < 32; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx_x16, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__AVX_X16, scale) {
     TEST_REQUIRES_X86_AVX;
     for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx_x16, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__AVX_X16, input_zero_point) {
     TEST_REQUIRES_X86_AVX;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__avx_x16, xnn_init_qu8_cvt_ssse3_params);
       }
     }
   }

   TEST(QU8_VCVT__AVX_X16, output_zero_point) {
     TEST_REQUIRES_X86_AVX;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__avx_x16, xnn_init_qu8_cvt_ssse3_params);
       }
     }
   }
 #endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


 #if XNN_ARCH_X86 || XNN_ARCH_X86_64
   TEST(QU8_VCVT__AVX_X32, batch_eq_32) {
     TEST_REQUIRES_X86_AVX;
     VCvtMicrokernelTester()
       .batch_size(32)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__avx_x32, xnn_init_qu8_cvt_ssse3_params);
   }

   TEST(QU8_VCVT__AVX_X32, batch_div_32) {
     TEST_REQUIRES_X86_AVX;
     for (size_t batch_size = 64; batch_size < 320; batch_size += 32) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx_x32, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__AVX_X32, batch_lt_32) {
     TEST_REQUIRES_X86_AVX;
     for (size_t batch_size = 1; batch_size < 32; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx_x32, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__AVX_X32, batch_gt_32) {
     TEST_REQUIRES_X86_AVX;
     for (size_t batch_size = 33; batch_size < 64; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx_x32, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__AVX_X32, scale) {
     TEST_REQUIRES_X86_AVX;
     for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx_x32, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__AVX_X32, input_zero_point) {
     TEST_REQUIRES_X86_AVX;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__avx_x32, xnn_init_qu8_cvt_ssse3_params);
       }
     }
   }

   TEST(QU8_VCVT__AVX_X32, output_zero_point) {
     TEST_REQUIRES_X86_AVX;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__avx_x32, xnn_init_qu8_cvt_ssse3_params);
       }
     }
   }
 #endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


 #if XNN_ARCH_X86 || XNN_ARCH_X86_64
   TEST(QU8_VCVT__SSE41_X8, batch_eq_8) {
     TEST_REQUIRES_X86_SSE41;
     VCvtMicrokernelTester()
       .batch_size(8)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__sse41_x8, xnn_init_qu8_cvt_ssse3_params);
   }

   TEST(QU8_VCVT__SSE41_X8, batch_div_8) {
     TEST_REQUIRES_X86_SSE41;
     for (size_t batch_size = 16; batch_size < 80; batch_size += 8) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse41_x8, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSE41_X8, batch_lt_8) {
     TEST_REQUIRES_X86_SSE41;
     for (size_t batch_size = 1; batch_size < 8; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse41_x8, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSE41_X8, batch_gt_8) {
     TEST_REQUIRES_X86_SSE41;
     for (size_t batch_size = 9; batch_size < 16; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse41_x8, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSE41_X8, scale) {
     TEST_REQUIRES_X86_SSE41;
     for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse41_x8, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSE41_X8, input_zero_point) {
     TEST_REQUIRES_X86_SSE41;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__sse41_x8, xnn_init_qu8_cvt_ssse3_params);
       }
     }
   }

   TEST(QU8_VCVT__SSE41_X8, output_zero_point) {
     TEST_REQUIRES_X86_SSE41;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__sse41_x8, xnn_init_qu8_cvt_ssse3_params);
       }
     }
   }
 #endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


 #if XNN_ARCH_X86 || XNN_ARCH_X86_64
   TEST(QU8_VCVT__SSE41_X16, batch_eq_16) {
     TEST_REQUIRES_X86_SSE41;
     VCvtMicrokernelTester()
       .batch_size(16)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__sse41_x16, xnn_init_qu8_cvt_ssse3_params);
   }

   TEST(QU8_VCVT__SSE41_X16, batch_div_16) {
     TEST_REQUIRES_X86_SSE41;
     for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse41_x16, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSE41_X16, batch_lt_16) {
     TEST_REQUIRES_X86_SSE41;
     for (size_t batch_size = 1; batch_size < 16; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse41_x16, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSE41_X16, batch_gt_16) {
     TEST_REQUIRES_X86_SSE41;
     for (size_t batch_size = 17; batch_size < 32; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse41_x16, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSE41_X16, scale) {
     TEST_REQUIRES_X86_SSE41;
     for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse41_x16, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSE41_X16, input_zero_point) {
     TEST_REQUIRES_X86_SSE41;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__sse41_x16, xnn_init_qu8_cvt_ssse3_params);
       }
     }
   }

   TEST(QU8_VCVT__SSE41_X16, output_zero_point) {
     TEST_REQUIRES_X86_SSE41;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__sse41_x16, xnn_init_qu8_cvt_ssse3_params);
       }
     }
   }
 #endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


 #if XNN_ARCH_X86 || XNN_ARCH_X86_64
   TEST(QU8_VCVT__SSE41_X32, batch_eq_32) {
     TEST_REQUIRES_X86_SSE41;
     VCvtMicrokernelTester()
       .batch_size(32)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__sse41_x32, xnn_init_qu8_cvt_ssse3_params);
   }

   TEST(QU8_VCVT__SSE41_X32, batch_div_32) {
     TEST_REQUIRES_X86_SSE41;
     for (size_t batch_size = 64; batch_size < 320; batch_size += 32) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse41_x32, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSE41_X32, batch_lt_32) {
     TEST_REQUIRES_X86_SSE41;
     for (size_t batch_size = 1; batch_size < 32; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse41_x32, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSE41_X32, batch_gt_32) {
     TEST_REQUIRES_X86_SSE41;
     for (size_t batch_size = 33; batch_size < 64; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse41_x32, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSE41_X32, scale) {
     TEST_REQUIRES_X86_SSE41;
     for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__sse41_x32, xnn_init_qu8_cvt_ssse3_params);
     }
   }

   TEST(QU8_VCVT__SSE41_X32, input_zero_point) {
     TEST_REQUIRES_X86_SSE41;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__sse41_x32, xnn_init_qu8_cvt_ssse3_params);
       }
     }
   }

   TEST(QU8_VCVT__SSE41_X32, output_zero_point) {
     TEST_REQUIRES_X86_SSE41;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__sse41_x32, xnn_init_qu8_cvt_ssse3_params);
       }
     }
   }
 #endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


 #if XNN_ARCH_X86 || XNN_ARCH_X86_64
   TEST(QU8_VCVT__AVX2_X16, batch_eq_16) {
     TEST_REQUIRES_X86_AVX2;
     VCvtMicrokernelTester()
       .batch_size(16)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__avx2_x16, xnn_init_qu8_cvt_avx2_params);
   }

   TEST(QU8_VCVT__AVX2_X16, batch_div_16) {
     TEST_REQUIRES_X86_AVX2;
     for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx2_x16, xnn_init_qu8_cvt_avx2_params);
     }
   }

   TEST(QU8_VCVT__AVX2_X16, batch_lt_16) {
     TEST_REQUIRES_X86_AVX2;
     for (size_t batch_size = 1; batch_size < 16; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx2_x16, xnn_init_qu8_cvt_avx2_params);
     }
   }

   TEST(QU8_VCVT__AVX2_X16, batch_gt_16) {
     TEST_REQUIRES_X86_AVX2;
     for (size_t batch_size = 17; batch_size < 32; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx2_x16, xnn_init_qu8_cvt_avx2_params);
     }
   }

   TEST(QU8_VCVT__AVX2_X16, scale) {
     TEST_REQUIRES_X86_AVX2;
     for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx2_x16, xnn_init_qu8_cvt_avx2_params);
     }
   }

   TEST(QU8_VCVT__AVX2_X16, input_zero_point) {
     TEST_REQUIRES_X86_AVX2;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__avx2_x16, xnn_init_qu8_cvt_avx2_params);
       }
     }
   }

   TEST(QU8_VCVT__AVX2_X16, output_zero_point) {
     TEST_REQUIRES_X86_AVX2;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__avx2_x16, xnn_init_qu8_cvt_avx2_params);
       }
     }
   }
 #endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


 #if XNN_ARCH_X86 || XNN_ARCH_X86_64
   TEST(QU8_VCVT__AVX2_X32, batch_eq_32) {
     TEST_REQUIRES_X86_AVX2;
     VCvtMicrokernelTester()
       .batch_size(32)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__avx2_x32, xnn_init_qu8_cvt_avx2_params);
   }

   TEST(QU8_VCVT__AVX2_X32, batch_div_32) {
     TEST_REQUIRES_X86_AVX2;
     for (size_t batch_size = 64; batch_size < 320; batch_size += 32) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx2_x32, xnn_init_qu8_cvt_avx2_params);
     }
   }

   TEST(QU8_VCVT__AVX2_X32, batch_lt_32) {
     TEST_REQUIRES_X86_AVX2;
     for (size_t batch_size = 1; batch_size < 32; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx2_x32, xnn_init_qu8_cvt_avx2_params);
     }
   }

   TEST(QU8_VCVT__AVX2_X32, batch_gt_32) {
     TEST_REQUIRES_X86_AVX2;
     for (size_t batch_size = 33; batch_size < 64; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx2_x32, xnn_init_qu8_cvt_avx2_params);
     }
   }

   TEST(QU8_VCVT__AVX2_X32, scale) {
     TEST_REQUIRES_X86_AVX2;
     for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx2_x32, xnn_init_qu8_cvt_avx2_params);
     }
   }

   TEST(QU8_VCVT__AVX2_X32, input_zero_point) {
     TEST_REQUIRES_X86_AVX2;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__avx2_x32, xnn_init_qu8_cvt_avx2_params);
       }
     }
   }

   TEST(QU8_VCVT__AVX2_X32, output_zero_point) {
     TEST_REQUIRES_X86_AVX2;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__avx2_x32, xnn_init_qu8_cvt_avx2_params);
       }
     }
   }
 #endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


 #if XNN_ARCH_X86 || XNN_ARCH_X86_64
   TEST(QU8_VCVT__AVX2_X64, batch_eq_64) {
     TEST_REQUIRES_X86_AVX2;
     VCvtMicrokernelTester()
       .batch_size(64)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__avx2_x64, xnn_init_qu8_cvt_avx2_params);
   }

   TEST(QU8_VCVT__AVX2_X64, batch_div_64) {
     TEST_REQUIRES_X86_AVX2;
     for (size_t batch_size = 128; batch_size < 640; batch_size += 64) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx2_x64, xnn_init_qu8_cvt_avx2_params);
     }
   }

   TEST(QU8_VCVT__AVX2_X64, batch_lt_64) {
     TEST_REQUIRES_X86_AVX2;
     for (size_t batch_size = 1; batch_size < 64; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx2_x64, xnn_init_qu8_cvt_avx2_params);
     }
   }

   TEST(QU8_VCVT__AVX2_X64, batch_gt_64) {
     TEST_REQUIRES_X86_AVX2;
     for (size_t batch_size = 65; batch_size < 128; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx2_x64, xnn_init_qu8_cvt_avx2_params);
     }
   }

   TEST(QU8_VCVT__AVX2_X64, scale) {
     TEST_REQUIRES_X86_AVX2;
     for (size_t batch_size = 1; batch_size <= 320; batch_size += 63) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__avx2_x64, xnn_init_qu8_cvt_avx2_params);
     }
   }

   TEST(QU8_VCVT__AVX2_X64, input_zero_point) {
     TEST_REQUIRES_X86_AVX2;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 320; batch_size += 63) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__avx2_x64, xnn_init_qu8_cvt_avx2_params);
       }
     }
   }

   TEST(QU8_VCVT__AVX2_X64, output_zero_point) {
     TEST_REQUIRES_X86_AVX2;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 320; batch_size += 63) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__avx2_x64, xnn_init_qu8_cvt_avx2_params);
       }
     }
   }
 #endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64


 #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
   TEST(QU8_VCVT__WASMSIMD_X8, batch_eq_8) {
     VCvtMicrokernelTester()
       .batch_size(8)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x8, xnn_init_qu8_cvt_wasmsimd_params);
   }

   TEST(QU8_VCVT__WASMSIMD_X8, batch_div_8) {
     for (size_t batch_size = 16; batch_size < 80; batch_size += 8) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x8, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMSIMD_X8, batch_lt_8) {
     for (size_t batch_size = 1; batch_size < 8; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x8, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMSIMD_X8, batch_gt_8) {
     for (size_t batch_size = 9; batch_size < 16; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x8, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMSIMD_X8, scale) {
     for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x8, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMSIMD_X8, input_zero_point) {
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x8, xnn_init_qu8_cvt_wasmsimd_params);
       }
     }
   }

   TEST(QU8_VCVT__WASMSIMD_X8, output_zero_point) {
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x8, xnn_init_qu8_cvt_wasmsimd_params);
       }
     }
   }
 #endif  // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD


 #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
   TEST(QU8_VCVT__WASMSIMD_X16, batch_eq_16) {
     VCvtMicrokernelTester()
       .batch_size(16)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x16, xnn_init_qu8_cvt_wasmsimd_params);
   }

   TEST(QU8_VCVT__WASMSIMD_X16, batch_div_16) {
     for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x16, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMSIMD_X16, batch_lt_16) {
     for (size_t batch_size = 1; batch_size < 16; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x16, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMSIMD_X16, batch_gt_16) {
     for (size_t batch_size = 17; batch_size < 32; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x16, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMSIMD_X16, scale) {
     for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x16, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMSIMD_X16, input_zero_point) {
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x16, xnn_init_qu8_cvt_wasmsimd_params);
       }
     }
   }

   TEST(QU8_VCVT__WASMSIMD_X16, output_zero_point) {
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x16, xnn_init_qu8_cvt_wasmsimd_params);
       }
     }
   }
 #endif  // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD


 #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
   TEST(QU8_VCVT__WASMSIMD_X32, batch_eq_32) {
     VCvtMicrokernelTester()
       .batch_size(32)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x32, xnn_init_qu8_cvt_wasmsimd_params);
   }

   TEST(QU8_VCVT__WASMSIMD_X32, batch_div_32) {
     for (size_t batch_size = 64; batch_size < 320; batch_size += 32) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x32, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMSIMD_X32, batch_lt_32) {
     for (size_t batch_size = 1; batch_size < 32; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x32, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMSIMD_X32, batch_gt_32) {
     for (size_t batch_size = 33; batch_size < 64; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x32, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMSIMD_X32, scale) {
     for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x32, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMSIMD_X32, input_zero_point) {
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x32, xnn_init_qu8_cvt_wasmsimd_params);
       }
     }
   }

   TEST(QU8_VCVT__WASMSIMD_X32, output_zero_point) {
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__wasmsimd_x32, xnn_init_qu8_cvt_wasmsimd_params);
       }
     }
   }
 #endif  // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD


 #if XNN_ARCH_WASMRELAXEDSIMD
   TEST(QU8_VCVT__WASMRELAXEDSIMD_X8, batch_eq_8) {
     VCvtMicrokernelTester()
       .batch_size(8)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x8, xnn_init_qu8_cvt_wasmsimd_params);
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X8, batch_div_8) {
     for (size_t batch_size = 16; batch_size < 80; batch_size += 8) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x8, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X8, batch_lt_8) {
     for (size_t batch_size = 1; batch_size < 8; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x8, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X8, batch_gt_8) {
     for (size_t batch_size = 9; batch_size < 16; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x8, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X8, scale) {
     for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x8, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X8, input_zero_point) {
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x8, xnn_init_qu8_cvt_wasmsimd_params);
       }
     }
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X8, output_zero_point) {
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x8, xnn_init_qu8_cvt_wasmsimd_params);
       }
     }
   }
 #endif  // XNN_ARCH_WASMRELAXEDSIMD


 #if XNN_ARCH_WASMRELAXEDSIMD
   TEST(QU8_VCVT__WASMRELAXEDSIMD_X16, batch_eq_16) {
     VCvtMicrokernelTester()
       .batch_size(16)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x16, xnn_init_qu8_cvt_wasmsimd_params);
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X16, batch_div_16) {
     for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x16, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X16, batch_lt_16) {
     for (size_t batch_size = 1; batch_size < 16; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x16, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X16, batch_gt_16) {
     for (size_t batch_size = 17; batch_size < 32; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x16, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X16, scale) {
     for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x16, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X16, input_zero_point) {
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x16, xnn_init_qu8_cvt_wasmsimd_params);
       }
     }
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X16, output_zero_point) {
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x16, xnn_init_qu8_cvt_wasmsimd_params);
       }
     }
   }
 #endif  // XNN_ARCH_WASMRELAXEDSIMD


 #if XNN_ARCH_WASMRELAXEDSIMD
   TEST(QU8_VCVT__WASMRELAXEDSIMD_X32, batch_eq_32) {
     VCvtMicrokernelTester()
       .batch_size(32)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x32, xnn_init_qu8_cvt_wasmsimd_params);
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X32, batch_div_32) {
     for (size_t batch_size = 64; batch_size < 320; batch_size += 32) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x32, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X32, batch_lt_32) {
     for (size_t batch_size = 1; batch_size < 32; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x32, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X32, batch_gt_32) {
     for (size_t batch_size = 33; batch_size < 64; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x32, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X32, scale) {
     for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x32, xnn_init_qu8_cvt_wasmsimd_params);
     }
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X32, input_zero_point) {
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x32, xnn_init_qu8_cvt_wasmsimd_params);
       }
     }
   }

   TEST(QU8_VCVT__WASMRELAXEDSIMD_X32, output_zero_point) {
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__wasmrelaxedsimd_x32, xnn_init_qu8_cvt_wasmsimd_params);
       }
     }
   }
 #endif  // XNN_ARCH_WASMRELAXEDSIMD


 #if XNN_ARCH_ARM
   TEST(QU8_VCVT__ARMSIMD32_X4, batch_eq_4) {
     TEST_REQUIRES_ARM_SIMD32;
     VCvtMicrokernelTester()
       .batch_size(4)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__armsimd32_x4, xnn_init_qu8_cvt_armsimd32_params);
   }

   TEST(QU8_VCVT__ARMSIMD32_X4, batch_div_4) {
     TEST_REQUIRES_ARM_SIMD32;
     for (size_t batch_size = 8; batch_size < 40; batch_size += 4) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__armsimd32_x4, xnn_init_qu8_cvt_armsimd32_params);
     }
   }

   TEST(QU8_VCVT__ARMSIMD32_X4, batch_lt_4) {
     TEST_REQUIRES_ARM_SIMD32;
     for (size_t batch_size = 1; batch_size < 4; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__armsimd32_x4, xnn_init_qu8_cvt_armsimd32_params);
     }
   }

   TEST(QU8_VCVT__ARMSIMD32_X4, batch_gt_4) {
     TEST_REQUIRES_ARM_SIMD32;
     for (size_t batch_size = 5; batch_size < 8; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__armsimd32_x4, xnn_init_qu8_cvt_armsimd32_params);
     }
   }

   TEST(QU8_VCVT__ARMSIMD32_X4, scale) {
     TEST_REQUIRES_ARM_SIMD32;
     for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__armsimd32_x4, xnn_init_qu8_cvt_armsimd32_params);
     }
   }

   TEST(QU8_VCVT__ARMSIMD32_X4, input_zero_point) {
     TEST_REQUIRES_ARM_SIMD32;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__armsimd32_x4, xnn_init_qu8_cvt_armsimd32_params);
       }
     }
   }

   TEST(QU8_VCVT__ARMSIMD32_X4, output_zero_point) {
     TEST_REQUIRES_ARM_SIMD32;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__armsimd32_x4, xnn_init_qu8_cvt_armsimd32_params);
       }
     }
   }
 #endif  // XNN_ARCH_ARM


 #if XNN_ARCH_ARM
   TEST(QU8_VCVT__ARMSIMD32_X8, batch_eq_8) {
     TEST_REQUIRES_ARM_SIMD32;
     VCvtMicrokernelTester()
       .batch_size(8)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__armsimd32_x8, xnn_init_qu8_cvt_armsimd32_params);
   }

   TEST(QU8_VCVT__ARMSIMD32_X8, batch_div_8) {
     TEST_REQUIRES_ARM_SIMD32;
     for (size_t batch_size = 16; batch_size < 80; batch_size += 8) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__armsimd32_x8, xnn_init_qu8_cvt_armsimd32_params);
     }
   }

   TEST(QU8_VCVT__ARMSIMD32_X8, batch_lt_8) {
     TEST_REQUIRES_ARM_SIMD32;
     for (size_t batch_size = 1; batch_size < 8; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__armsimd32_x8, xnn_init_qu8_cvt_armsimd32_params);
     }
   }

   TEST(QU8_VCVT__ARMSIMD32_X8, batch_gt_8) {
     TEST_REQUIRES_ARM_SIMD32;
     for (size_t batch_size = 9; batch_size < 16; batch_size++) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__armsimd32_x8, xnn_init_qu8_cvt_armsimd32_params);
     }
   }

   TEST(QU8_VCVT__ARMSIMD32_X8, scale) {
     TEST_REQUIRES_ARM_SIMD32;
     for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .scale(50)
         .output_zero_point(100)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__armsimd32_x8, xnn_init_qu8_cvt_armsimd32_params);
     }
   }

   TEST(QU8_VCVT__ARMSIMD32_X8, input_zero_point) {
     TEST_REQUIRES_ARM_SIMD32;
     for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .input_zero_point(input_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__armsimd32_x8, xnn_init_qu8_cvt_armsimd32_params);
       }
     }
   }

   TEST(QU8_VCVT__ARMSIMD32_X8, output_zero_point) {
     TEST_REQUIRES_ARM_SIMD32;
     for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
       for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
         VCvtMicrokernelTester()
           .batch_size(batch_size)
           .output_zero_point(output_zero_point)
           .qmin(std::numeric_limits<uint8_t>::min())
           .qmax(std::numeric_limits<uint8_t>::max())
           .Test(xnn_qu8_vcvt_ukernel__armsimd32_x8, xnn_init_qu8_cvt_armsimd32_params);
       }
     }
   }
 #endif  // XNN_ARCH_ARM


 TEST(QU8_VCVT__SCALAR_X1, batch_eq_1) {
   VCvtMicrokernelTester()
     .batch_size(1)
     .qmin(std::numeric_limits<uint8_t>::min())
     .qmax(std::numeric_limits<uint8_t>::max())
     .Test(xnn_qu8_vcvt_ukernel__scalar_x1, xnn_init_qu8_cvt_scalar_params);
 }

 TEST(QU8_VCVT__SCALAR_X1, batch_gt_1) {
   for (size_t batch_size = 2; batch_size < 10; batch_size++) {
     VCvtMicrokernelTester()
       .batch_size(batch_size)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__scalar_x1, xnn_init_qu8_cvt_scalar_params);
   }
 }

 TEST(QU8_VCVT__SCALAR_X1, scale) {
   for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
     VCvtMicrokernelTester()
       .batch_size(batch_size)
       .scale(50)
       .output_zero_point(100)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__scalar_x1, xnn_init_qu8_cvt_scalar_params);
   }
 }

 TEST(QU8_VCVT__SCALAR_X1, input_zero_point) {
   for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
     for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .input_zero_point(input_zero_point)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__scalar_x1, xnn_init_qu8_cvt_scalar_params);
     }
   }
 }

 TEST(QU8_VCVT__SCALAR_X1, output_zero_point) {
   for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
     for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .output_zero_point(output_zero_point)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__scalar_x1, xnn_init_qu8_cvt_scalar_params);
     }
   }
 }


 TEST(QU8_VCVT__SCALAR_X2, batch_eq_2) {
   VCvtMicrokernelTester()
     .batch_size(2)
     .qmin(std::numeric_limits<uint8_t>::min())
     .qmax(std::numeric_limits<uint8_t>::max())
     .Test(xnn_qu8_vcvt_ukernel__scalar_x2, xnn_init_qu8_cvt_scalar_params);
 }

 TEST(QU8_VCVT__SCALAR_X2, batch_div_2) {
   for (size_t batch_size = 4; batch_size < 20; batch_size += 2) {
     VCvtMicrokernelTester()
       .batch_size(batch_size)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__scalar_x2, xnn_init_qu8_cvt_scalar_params);
   }
 }

 TEST(QU8_VCVT__SCALAR_X2, batch_lt_2) {
   for (size_t batch_size = 1; batch_size < 2; batch_size++) {
     VCvtMicrokernelTester()
       .batch_size(batch_size)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__scalar_x2, xnn_init_qu8_cvt_scalar_params);
   }
 }

 TEST(QU8_VCVT__SCALAR_X2, batch_gt_2) {
   for (size_t batch_size = 3; batch_size < 4; batch_size++) {
     VCvtMicrokernelTester()
       .batch_size(batch_size)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__scalar_x2, xnn_init_qu8_cvt_scalar_params);
   }
 }

 TEST(QU8_VCVT__SCALAR_X2, scale) {
   for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
     VCvtMicrokernelTester()
       .batch_size(batch_size)
       .scale(50)
       .output_zero_point(100)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__scalar_x2, xnn_init_qu8_cvt_scalar_params);
   }
 }

 TEST(QU8_VCVT__SCALAR_X2, input_zero_point) {
   for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
     for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .input_zero_point(input_zero_point)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__scalar_x2, xnn_init_qu8_cvt_scalar_params);
     }
   }
 }

 TEST(QU8_VCVT__SCALAR_X2, output_zero_point) {
   for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
     for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .output_zero_point(output_zero_point)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__scalar_x2, xnn_init_qu8_cvt_scalar_params);
     }
   }
 }


 TEST(QU8_VCVT__SCALAR_X4, batch_eq_4) {
   VCvtMicrokernelTester()
     .batch_size(4)
     .qmin(std::numeric_limits<uint8_t>::min())
     .qmax(std::numeric_limits<uint8_t>::max())
     .Test(xnn_qu8_vcvt_ukernel__scalar_x4, xnn_init_qu8_cvt_scalar_params);
 }

 TEST(QU8_VCVT__SCALAR_X4, batch_div_4) {
   for (size_t batch_size = 8; batch_size < 40; batch_size += 4) {
     VCvtMicrokernelTester()
       .batch_size(batch_size)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__scalar_x4, xnn_init_qu8_cvt_scalar_params);
   }
 }

 TEST(QU8_VCVT__SCALAR_X4, batch_lt_4) {
   for (size_t batch_size = 1; batch_size < 4; batch_size++) {
     VCvtMicrokernelTester()
       .batch_size(batch_size)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__scalar_x4, xnn_init_qu8_cvt_scalar_params);
   }
 }

 TEST(QU8_VCVT__SCALAR_X4, batch_gt_4) {
   for (size_t batch_size = 5; batch_size < 8; batch_size++) {
     VCvtMicrokernelTester()
       .batch_size(batch_size)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__scalar_x4, xnn_init_qu8_cvt_scalar_params);
   }
 }

 TEST(QU8_VCVT__SCALAR_X4, scale) {
   for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
     VCvtMicrokernelTester()
       .batch_size(batch_size)
       .scale(50)
       .output_zero_point(100)
       .qmin(std::numeric_limits<uint8_t>::min())
       .qmax(std::numeric_limits<uint8_t>::max())
       .Test(xnn_qu8_vcvt_ukernel__scalar_x4, xnn_init_qu8_cvt_scalar_params);
   }
 }

 TEST(QU8_VCVT__SCALAR_X4, input_zero_point) {
   for (int16_t input_zero_point = 0; input_zero_point < 5; input_zero_point += 2) {
     for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .input_zero_point(input_zero_point)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__scalar_x4, xnn_init_qu8_cvt_scalar_params);
     }
   }
 }

 TEST(QU8_VCVT__SCALAR_X4, output_zero_point) {
   for (int16_t output_zero_point = 0; output_zero_point < 5; output_zero_point += 2) {
     for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
       VCvtMicrokernelTester()
         .batch_size(batch_size)
         .output_zero_point(output_zero_point)
         .qmin(std::numeric_limits<uint8_t>::min())
         .qmax(std::numeric_limits<uint8_t>::max())
         .Test(xnn_qu8_vcvt_ukernel__scalar_x4, xnn_init_qu8_cvt_scalar_params);
     }
   }
 }