text: // Auto-generated file. Do not edit!
  //   Template: src/qu8-dwconv/unipass-neon-mul8.c.in
  //   Generator: tools/xngen
  //
  // 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.
  
  #include <assert.h>
  
  #include <arm_neon.h>
  
  #include <xnnpack/dwconv.h>
  
  
  void xnn_qu8_dwconv_minmax_rndnu_ukernel_up24x9__neon_mul8(
      size_t channels,
      size_t output_width,
      const uint8_t** input,
      const void* weights,
      uint8_t* output,
      size_t input_stride,
      size_t output_increment,
      size_t input_offset,
      const uint8_t* zero,
      const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN XNN_DISABLE_MSAN
  {
    assert(channels != 0);
    assert(output_width != 0);
  
    const uint8x8_t vkernel_zero_point = vld1_dup_u8(params->rndnu_neon.kernel_zero_point);
    const uint16x8_t vkernel_zero_point16 = vmovl_u8(vkernel_zero_point);
    const int32x4_t vright_pre_shift = vld1q_dup_s32(&params->rndnu_neon.right_pre_shift);
    const int32x4_t vmultiplier = vld1q_dup_s32(&params->rndnu_neon.multiplier);
    const int32x4_t vright_post_shift = vld1q_dup_s32(&params->rndnu_neon.right_post_shift);
    const int16x8_t voutput_zero_point = vld1q_dup_s16(&params->rndnu_neon.output_zero_point);
    const uint8x16_t voutput_min = vld1q_dup_u8(&params->rndnu_neon.output_min);
    const uint8x16_t voutput_max = vld1q_dup_u8(&params->rndnu_neon.output_max);
    do {
      const uint8_t* i0 = input[0];
      assert(i0 != NULL);
      if XNN_UNPREDICTABLE(i0 != zero) {
        i0 = (const uint8_t*) ((uintptr_t) i0 + input_offset);
      }
      const uint8_t* i1 = input[1];
      assert(i1 != NULL);
      if XNN_UNPREDICTABLE(i1 != zero) {
        i1 = (const uint8_t*) ((uintptr_t) i1 + input_offset);
      }
      const uint8_t* i2 = input[2];
      assert(i2 != NULL);
      if XNN_UNPREDICTABLE(i2 != zero) {
        i2 = (const uint8_t*) ((uintptr_t) i2 + input_offset);
      }
      const uint8_t* i3 = input[3];
      assert(i3 != NULL);
      if XNN_UNPREDICTABLE(i3 != zero) {
        i3 = (const uint8_t*) ((uintptr_t) i3 + input_offset);
      }
      const uint8_t* i4 = input[4];
      assert(i4 != NULL);
      if XNN_UNPREDICTABLE(i4 != zero) {
        i4 = (const uint8_t*) ((uintptr_t) i4 + input_offset);
      }
      const uint8_t* i5 = input[5];
      assert(i5 != NULL);
      if XNN_UNPREDICTABLE(i5 != zero) {
        i5 = (const uint8_t*) ((uintptr_t) i5 + input_offset);
      }
      const uint8_t* i6 = input[6];
      assert(i6 != NULL);
      if XNN_UNPREDICTABLE(i6 != zero) {
        i6 = (const uint8_t*) ((uintptr_t) i6 + input_offset);
      }
      const uint8_t* i7 = input[7];
      assert(i7 != NULL);
      if XNN_UNPREDICTABLE(i7 != zero) {
        i7 = (const uint8_t*) ((uintptr_t) i7 + input_offset);
      }
      const uint8_t* i8 = input[8];
      assert(i8 != NULL);
      if XNN_UNPREDICTABLE(i8 != zero) {
        i8 = (const uint8_t*) ((uintptr_t) i8 + input_offset);
      }
      input = (const uint8_t**) ((uintptr_t) input + input_stride);
  
  
      size_t c = channels;
      const void* w = weights;
      for (; c >= 24; c -= 24) {
        int32x4_t vacc0123 = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
        int32x4_t vacc4567 = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
        int32x4_t vacc89AB = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
        int32x4_t vaccCDEF = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
        int32x4_t vaccGHIJ = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
        int32x4_t vaccKLMN = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
  
  
        const uint8x8_t vi0x01234567 = vld1_u8(i0); i0 += 8;
        const uint8x8_t vk0x01234567 = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi0x89ABCDEF = vld1_u8(i0); i0 += 8;
        const uint8x8_t vk0x89ABCDEF = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi0xGHIJKLMN = vld1_u8(i0); i0 += 8;
        const uint8x8_t vk0xGHIJKLMN = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
  
        uint16x8_t vprod01234567 = vmull_u8(vi0x01234567, vk0x01234567);
        uint16x8_t vprod89ABCDEF = vmull_u8(vi0x89ABCDEF, vk0x89ABCDEF);
        uint16x8_t vprodGHIJKLMN = vmull_u8(vi0xGHIJKLMN, vk0xGHIJKLMN);
  
        vacc0123 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc0123), vget_low_u16(vprod01234567)));
        vacc4567 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc4567), vget_high_u16(vprod01234567)));
        vacc89AB = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc89AB), vget_low_u16(vprod89ABCDEF)));
        vaccCDEF = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccCDEF), vget_high_u16(vprod89ABCDEF)));
        vaccGHIJ = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccGHIJ), vget_low_u16(vprodGHIJKLMN)));
        vaccKLMN = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccKLMN), vget_high_u16(vprodGHIJKLMN)));
        const uint8x8_t vi1x01234567 = vld1_u8(i1); i1 += 8;
        const uint8x8_t vk1x01234567 = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi1x89ABCDEF = vld1_u8(i1); i1 += 8;
        const uint8x8_t vk1x89ABCDEF = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi1xGHIJKLMN = vld1_u8(i1); i1 += 8;
        const uint8x8_t vk1xGHIJKLMN = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
  
        vprod01234567 = vmull_u8(vi1x01234567, vk1x01234567);
        uint16x8_t vsum01234567 = vaddl_u8(vi0x01234567, vi1x01234567);
        vprod89ABCDEF = vmull_u8(vi1x89ABCDEF, vk1x89ABCDEF);
        uint16x8_t vsum89ABCDEF = vaddl_u8(vi0x89ABCDEF, vi1x89ABCDEF);
        vprodGHIJKLMN = vmull_u8(vi1xGHIJKLMN, vk1xGHIJKLMN);
        uint16x8_t vsumGHIJKLMN = vaddl_u8(vi0xGHIJKLMN, vi1xGHIJKLMN);
  
        vacc0123 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc0123), vget_low_u16(vprod01234567)));
        vacc4567 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc4567), vget_high_u16(vprod01234567)));
        vacc89AB = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc89AB), vget_low_u16(vprod89ABCDEF)));
        vaccCDEF = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccCDEF), vget_high_u16(vprod89ABCDEF)));
        vaccGHIJ = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccGHIJ), vget_low_u16(vprodGHIJKLMN)));
        vaccKLMN = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccKLMN), vget_high_u16(vprodGHIJKLMN)));
        const uint8x8_t vi2x01234567 = vld1_u8(i2); i2 += 8;
        const uint8x8_t vk2x01234567 = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi2x89ABCDEF = vld1_u8(i2); i2 += 8;
        const uint8x8_t vk2x89ABCDEF = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi2xGHIJKLMN = vld1_u8(i2); i2 += 8;
        const uint8x8_t vk2xGHIJKLMN = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
  
        vprod01234567 = vmull_u8(vi2x01234567, vk2x01234567);
        vsum01234567 = vaddw_u8(vsum01234567, vi2x01234567);
        vprod89ABCDEF = vmull_u8(vi2x89ABCDEF, vk2x89ABCDEF);
        vsum89ABCDEF = vaddw_u8(vsum89ABCDEF, vi2x89ABCDEF);
        vprodGHIJKLMN = vmull_u8(vi2xGHIJKLMN, vk2xGHIJKLMN);
        vsumGHIJKLMN = vaddw_u8(vsumGHIJKLMN, vi2xGHIJKLMN);
  
        vacc0123 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc0123), vget_low_u16(vprod01234567)));
        vacc4567 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc4567), vget_high_u16(vprod01234567)));
        vacc89AB = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc89AB), vget_low_u16(vprod89ABCDEF)));
        vaccCDEF = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccCDEF), vget_high_u16(vprod89ABCDEF)));
        vaccGHIJ = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccGHIJ), vget_low_u16(vprodGHIJKLMN)));
        vaccKLMN = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccKLMN), vget_high_u16(vprodGHIJKLMN)));
        const uint8x8_t vi3x01234567 = vld1_u8(i3); i3 += 8;
        const uint8x8_t vk3x01234567 = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi3x89ABCDEF = vld1_u8(i3); i3 += 8;
        const uint8x8_t vk3x89ABCDEF = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi3xGHIJKLMN = vld1_u8(i3); i3 += 8;
        const uint8x8_t vk3xGHIJKLMN = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
  
        vprod01234567 = vmull_u8(vi3x01234567, vk3x01234567);
        vsum01234567 = vaddw_u8(vsum01234567, vi3x01234567);
        vprod89ABCDEF = vmull_u8(vi3x89ABCDEF, vk3x89ABCDEF);
        vsum89ABCDEF = vaddw_u8(vsum89ABCDEF, vi3x89ABCDEF);
        vprodGHIJKLMN = vmull_u8(vi3xGHIJKLMN, vk3xGHIJKLMN);
        vsumGHIJKLMN = vaddw_u8(vsumGHIJKLMN, vi3xGHIJKLMN);
  
        vacc0123 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc0123), vget_low_u16(vprod01234567)));
        vacc4567 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc4567), vget_high_u16(vprod01234567)));
        vacc89AB = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc89AB), vget_low_u16(vprod89ABCDEF)));
        vaccCDEF = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccCDEF), vget_high_u16(vprod89ABCDEF)));
        vaccGHIJ = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccGHIJ), vget_low_u16(vprodGHIJKLMN)));
        vaccKLMN = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccKLMN), vget_high_u16(vprodGHIJKLMN)));
        const uint8x8_t vi4x01234567 = vld1_u8(i4); i4 += 8;
        const uint8x8_t vk4x01234567 = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi4x89ABCDEF = vld1_u8(i4); i4 += 8;
        const uint8x8_t vk4x89ABCDEF = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi4xGHIJKLMN = vld1_u8(i4); i4 += 8;
        const uint8x8_t vk4xGHIJKLMN = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
  
        vprod01234567 = vmull_u8(vi4x01234567, vk4x01234567);
        vsum01234567 = vaddw_u8(vsum01234567, vi4x01234567);
        vprod89ABCDEF = vmull_u8(vi4x89ABCDEF, vk4x89ABCDEF);
        vsum89ABCDEF = vaddw_u8(vsum89ABCDEF, vi4x89ABCDEF);
        vprodGHIJKLMN = vmull_u8(vi4xGHIJKLMN, vk4xGHIJKLMN);
        vsumGHIJKLMN = vaddw_u8(vsumGHIJKLMN, vi4xGHIJKLMN);
  
        vacc0123 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc0123), vget_low_u16(vprod01234567)));
        vacc4567 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc4567), vget_high_u16(vprod01234567)));
        vacc89AB = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc89AB), vget_low_u16(vprod89ABCDEF)));
        vaccCDEF = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccCDEF), vget_high_u16(vprod89ABCDEF)));
        vaccGHIJ = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccGHIJ), vget_low_u16(vprodGHIJKLMN)));
        vaccKLMN = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccKLMN), vget_high_u16(vprodGHIJKLMN)));
        const uint8x8_t vi5x01234567 = vld1_u8(i5); i5 += 8;
        const uint8x8_t vk5x01234567 = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi5x89ABCDEF = vld1_u8(i5); i5 += 8;
        const uint8x8_t vk5x89ABCDEF = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi5xGHIJKLMN = vld1_u8(i5); i5 += 8;
        const uint8x8_t vk5xGHIJKLMN = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
  
        vprod01234567 = vmull_u8(vi5x01234567, vk5x01234567);
        vsum01234567 = vaddw_u8(vsum01234567, vi5x01234567);
        vprod89ABCDEF = vmull_u8(vi5x89ABCDEF, vk5x89ABCDEF);
        vsum89ABCDEF = vaddw_u8(vsum89ABCDEF, vi5x89ABCDEF);
        vprodGHIJKLMN = vmull_u8(vi5xGHIJKLMN, vk5xGHIJKLMN);
        vsumGHIJKLMN = vaddw_u8(vsumGHIJKLMN, vi5xGHIJKLMN);
  
        vacc0123 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc0123), vget_low_u16(vprod01234567)));
        vacc4567 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc4567), vget_high_u16(vprod01234567)));
        vacc89AB = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc89AB), vget_low_u16(vprod89ABCDEF)));
        vaccCDEF = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccCDEF), vget_high_u16(vprod89ABCDEF)));
        vaccGHIJ = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccGHIJ), vget_low_u16(vprodGHIJKLMN)));
        vaccKLMN = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccKLMN), vget_high_u16(vprodGHIJKLMN)));
        const uint8x8_t vi6x01234567 = vld1_u8(i6); i6 += 8;
        const uint8x8_t vk6x01234567 = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi6x89ABCDEF = vld1_u8(i6); i6 += 8;
        const uint8x8_t vk6x89ABCDEF = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi6xGHIJKLMN = vld1_u8(i6); i6 += 8;
        const uint8x8_t vk6xGHIJKLMN = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
  
        vprod01234567 = vmull_u8(vi6x01234567, vk6x01234567);
        vsum01234567 = vaddw_u8(vsum01234567, vi6x01234567);
        vprod89ABCDEF = vmull_u8(vi6x89ABCDEF, vk6x89ABCDEF);
        vsum89ABCDEF = vaddw_u8(vsum89ABCDEF, vi6x89ABCDEF);
        vprodGHIJKLMN = vmull_u8(vi6xGHIJKLMN, vk6xGHIJKLMN);
        vsumGHIJKLMN = vaddw_u8(vsumGHIJKLMN, vi6xGHIJKLMN);
  
        vacc0123 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc0123), vget_low_u16(vprod01234567)));
        vacc4567 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc4567), vget_high_u16(vprod01234567)));
        vacc89AB = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc89AB), vget_low_u16(vprod89ABCDEF)));
        vaccCDEF = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccCDEF), vget_high_u16(vprod89ABCDEF)));
        vaccGHIJ = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccGHIJ), vget_low_u16(vprodGHIJKLMN)));
        vaccKLMN = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccKLMN), vget_high_u16(vprodGHIJKLMN)));
        const uint8x8_t vi7x01234567 = vld1_u8(i7); i7 += 8;
        const uint8x8_t vk7x01234567 = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi7x89ABCDEF = vld1_u8(i7); i7 += 8;
        const uint8x8_t vk7x89ABCDEF = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi7xGHIJKLMN = vld1_u8(i7); i7 += 8;
        const uint8x8_t vk7xGHIJKLMN = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
  
        vprod01234567 = vmull_u8(vi7x01234567, vk7x01234567);
        vsum01234567 = vaddw_u8(vsum01234567, vi7x01234567);
        vprod89ABCDEF = vmull_u8(vi7x89ABCDEF, vk7x89ABCDEF);
        vsum89ABCDEF = vaddw_u8(vsum89ABCDEF, vi7x89ABCDEF);
        vprodGHIJKLMN = vmull_u8(vi7xGHIJKLMN, vk7xGHIJKLMN);
        vsumGHIJKLMN = vaddw_u8(vsumGHIJKLMN, vi7xGHIJKLMN);
  
        vacc0123 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc0123), vget_low_u16(vprod01234567)));
        vacc4567 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc4567), vget_high_u16(vprod01234567)));
        vacc89AB = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc89AB), vget_low_u16(vprod89ABCDEF)));
        vaccCDEF = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccCDEF), vget_high_u16(vprod89ABCDEF)));
        vaccGHIJ = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccGHIJ), vget_low_u16(vprodGHIJKLMN)));
        vaccKLMN = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccKLMN), vget_high_u16(vprodGHIJKLMN)));
        const uint8x8_t vi8x01234567 = vld1_u8(i8); i8 += 8;
        const uint8x8_t vk8x01234567 = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi8x89ABCDEF = vld1_u8(i8); i8 += 8;
        const uint8x8_t vk8x89ABCDEF = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
        const uint8x8_t vi8xGHIJKLMN = vld1_u8(i8); i8 += 8;
        const uint8x8_t vk8xGHIJKLMN = vld1_u8(w); w = (const void*) ((const int8_t*) w + 8);
  
        vprod01234567 = vmull_u8(vi8x01234567, vk8x01234567);
        vsum01234567 = vaddw_u8(vsum01234567, vi8x01234567);
        vprod89ABCDEF = vmull_u8(vi8x89ABCDEF, vk8x89ABCDEF);
        vsum89ABCDEF = vaddw_u8(vsum89ABCDEF, vi8x89ABCDEF);
        vprodGHIJKLMN = vmull_u8(vi8xGHIJKLMN, vk8xGHIJKLMN);
        vsumGHIJKLMN = vaddw_u8(vsumGHIJKLMN, vi8xGHIJKLMN);
  
        vacc0123 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc0123), vget_low_u16(vprod01234567)));
        vacc4567 = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc4567), vget_high_u16(vprod01234567)));
        vacc89AB = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vacc89AB), vget_low_u16(vprod89ABCDEF)));
        vaccCDEF = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccCDEF), vget_high_u16(vprod89ABCDEF)));
        vaccGHIJ = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccGHIJ), vget_low_u16(vprodGHIJKLMN)));
        vaccKLMN = vreinterpretq_s32_u32(vaddw_u16(vreinterpretq_u32_s32(vaccKLMN), vget_high_u16(vprodGHIJKLMN)));
  
        vacc0123 = vreinterpretq_s32_u32(vmlsl_u16(vreinterpretq_u32_s32(vacc0123), vget_low_u16(vsum01234567), vget_low_u16(vkernel_zero_point16)));
        vacc4567 = vreinterpretq_s32_u32(vmlsl_u16(vreinterpretq_u32_s32(vacc4567), vget_high_u16(vsum01234567), vget_high_u16(vkernel_zero_point16)));
        vacc89AB = vreinterpretq_s32_u32(vmlsl_u16(vreinterpretq_u32_s32(vacc89AB), vget_low_u16(vsum89ABCDEF), vget_low_u16(vkernel_zero_point16)));
        vaccCDEF = vreinterpretq_s32_u32(vmlsl_u16(vreinterpretq_u32_s32(vaccCDEF), vget_high_u16(vsum89ABCDEF), vget_high_u16(vkernel_zero_point16)));
        vaccGHIJ = vreinterpretq_s32_u32(vmlsl_u16(vreinterpretq_u32_s32(vaccGHIJ), vget_low_u16(vsumGHIJKLMN), vget_low_u16(vkernel_zero_point16)));
        vaccKLMN = vreinterpretq_s32_u32(vmlsl_u16(vreinterpretq_u32_s32(vaccKLMN), vget_high_u16(vsumGHIJKLMN), vget_high_u16(vkernel_zero_point16)));
  
        vacc0123 = vshlq_s32(vacc0123, vright_pre_shift);
        vacc4567 = vshlq_s32(vacc4567, vright_pre_shift);
        vacc89AB = vshlq_s32(vacc89AB, vright_pre_shift);
        vaccCDEF = vshlq_s32(vaccCDEF, vright_pre_shift);
        vaccGHIJ = vshlq_s32(vaccGHIJ, vright_pre_shift);
        vaccKLMN = vshlq_s32(vaccKLMN, vright_pre_shift);
  
        vacc0123 = vqdmulhq_s32(vacc0123, vmultiplier);
        vacc4567 = vqdmulhq_s32(vacc4567, vmultiplier);
        vacc89AB = vqdmulhq_s32(vacc89AB, vmultiplier);
        vaccCDEF = vqdmulhq_s32(vaccCDEF, vmultiplier);
        vaccGHIJ = vqdmulhq_s32(vaccGHIJ, vmultiplier);
        vaccKLMN = vqdmulhq_s32(vaccKLMN, vmultiplier);
  
        vacc0123 = vrshlq_s32(vacc0123, vright_post_shift);
        vacc4567 = vrshlq_s32(vacc4567, vright_post_shift);
        vacc89AB = vrshlq_s32(vacc89AB, vright_post_shift);
        vaccCDEF = vrshlq_s32(vaccCDEF, vright_post_shift);
        vaccGHIJ = vrshlq_s32(vaccGHIJ, vright_post_shift);
        vaccKLMN = vrshlq_s32(vaccKLMN, vright_post_shift);
  
  #if XNN_ARCH_ARM64
        const int16x8_t vacc01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc0123), vacc4567), voutput_zero_point);
        const int16x8_t vacc89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc89AB), vaccCDEF), voutput_zero_point);
        const int16x8_t vaccGHIJKLMN = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vaccGHIJ), vaccKLMN), voutput_zero_point);
  
        uint8x16_t vout0123456789ABCDEF = vqmovun_high_s16(vqmovun_s16(vacc01234567), vacc89ABCDEF);
        uint8x8_t voutGHIJKLMN = vqmovun_s16(vaccGHIJKLMN);
  #else
        const int16x8_t vacc01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc0123), vqmovn_s32(vacc4567)), voutput_zero_point);
        const int16x8_t vacc89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc89AB), vqmovn_s32(vaccCDEF)), voutput_zero_point);
        const int16x8_t vaccGHIJKLMN = vqaddq_s16(vcombine_s16(vqmovn_s32(vaccGHIJ), vqmovn_s32(vaccKLMN)), voutput_zero_point);
  
        uint8x16_t vout0123456789ABCDEF = vcombine_u8(vqmovun_s16(vacc01234567), vqmovun_s16(vacc89ABCDEF));
        uint8x8_t voutGHIJKLMN = vqmovun_s16(vaccGHIJKLMN);
  #endif
  
        vout0123456789ABCDEF = vmaxq_u8(vout0123456789ABCDEF, voutput_min);
        voutGHIJKLMN = vmax_u8(voutGHIJKLMN, vget_low_u8(voutput_min));
  
        vout0123456789ABCDEF = vminq_u8(vout0123456789ABCDEF, voutput_max);
        voutGHIJKLMN = vmin_u8(voutGHIJKLMN, vget_low_u8(voutput_max));
  
        vst1q_u8(output, vout0123456789ABCDEF); output += 16;
        vst1_u8(output, voutGHIJKLMN); output += 8;
      }
      if XNN_UNLIKELY(c != 0) {
        const uint8_t* k = (const uint8_t*) ((const int32_t*) w + 24);
        do {
          int32x4_t vacc0123 = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
          int32x4_t vacc4567 = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
  
          const int16x8_t vi0x01234567 = vreinterpretq_s16_u16(vmovl_u8(vld1_u8(i0))); i0 += 8;
          const int16x8_t vk0x01234567 = vreinterpretq_s16_u16(vsubl_u8(vld1_u8(k), vkernel_zero_point)); k += 8;
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi0x01234567), vget_low_s16(vk0x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi0x01234567), vget_high_s16(vk0x01234567));
          const int16x8_t vi1x01234567 = vreinterpretq_s16_u16(vmovl_u8(vld1_u8(i1))); i1 += 8;
          const int16x8_t vk1x01234567 = vreinterpretq_s16_u16(vsubl_u8(vld1_u8((const void*) (k + 16)), vkernel_zero_point));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi1x01234567), vget_low_s16(vk1x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi1x01234567), vget_high_s16(vk1x01234567));
          const int16x8_t vi2x01234567 = vreinterpretq_s16_u16(vmovl_u8(vld1_u8(i2))); i2 += 8;
          const int16x8_t vk2x01234567 = vreinterpretq_s16_u16(vsubl_u8(vld1_u8((const void*) (k + 40)), vkernel_zero_point));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi2x01234567), vget_low_s16(vk2x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi2x01234567), vget_high_s16(vk2x01234567));
          const int16x8_t vi3x01234567 = vreinterpretq_s16_u16(vmovl_u8(vld1_u8(i3))); i3 += 8;
          const int16x8_t vk3x01234567 = vreinterpretq_s16_u16(vsubl_u8(vld1_u8((const void*) (k + 64)), vkernel_zero_point));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi3x01234567), vget_low_s16(vk3x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi3x01234567), vget_high_s16(vk3x01234567));
          const int16x8_t vi4x01234567 = vreinterpretq_s16_u16(vmovl_u8(vld1_u8(i4))); i4 += 8;
          const int16x8_t vk4x01234567 = vreinterpretq_s16_u16(vsubl_u8(vld1_u8((const void*) (k + 88)), vkernel_zero_point));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi4x01234567), vget_low_s16(vk4x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi4x01234567), vget_high_s16(vk4x01234567));
          const int16x8_t vi5x01234567 = vreinterpretq_s16_u16(vmovl_u8(vld1_u8(i5))); i5 += 8;
          const int16x8_t vk5x01234567 = vreinterpretq_s16_u16(vsubl_u8(vld1_u8((const void*) (k + 112)), vkernel_zero_point));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi5x01234567), vget_low_s16(vk5x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi5x01234567), vget_high_s16(vk5x01234567));
          const int16x8_t vi6x01234567 = vreinterpretq_s16_u16(vmovl_u8(vld1_u8(i6))); i6 += 8;
          const int16x8_t vk6x01234567 = vreinterpretq_s16_u16(vsubl_u8(vld1_u8((const void*) (k + 136)), vkernel_zero_point));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi6x01234567), vget_low_s16(vk6x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi6x01234567), vget_high_s16(vk6x01234567));
          const int16x8_t vi7x01234567 = vreinterpretq_s16_u16(vmovl_u8(vld1_u8(i7))); i7 += 8;
          const int16x8_t vk7x01234567 = vreinterpretq_s16_u16(vsubl_u8(vld1_u8((const void*) (k + 160)), vkernel_zero_point));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi7x01234567), vget_low_s16(vk7x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi7x01234567), vget_high_s16(vk7x01234567));
          const int16x8_t vi8x01234567 = vreinterpretq_s16_u16(vmovl_u8(vld1_u8(i8))); i8 += 8;
          const int16x8_t vk8x01234567 = vreinterpretq_s16_u16(vsubl_u8(vld1_u8((const void*) (k + 184)), vkernel_zero_point));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi8x01234567), vget_low_s16(vk8x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi8x01234567), vget_high_s16(vk8x01234567));
  
          vacc0123 = vrshlq_s32(vacc0123, vright_pre_shift);
          vacc4567 = vrshlq_s32(vacc4567, vright_pre_shift);
  
          vacc0123 = vqdmulhq_s32(vacc0123, vmultiplier);
          vacc4567 = vqdmulhq_s32(vacc4567, vmultiplier);
  
          vacc0123 = vrshlq_s32(vacc0123, vright_post_shift);
          vacc4567 = vrshlq_s32(vacc4567, vright_post_shift);
  
  #if XNN_ARCH_ARM64
          const int16x8_t vacc01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc0123), vacc4567), voutput_zero_point);
          uint8x8_t vout01234567 = vqmovun_s16(vacc01234567);
  #else
          const int16x8_t vacc01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc0123), vqmovn_s32(vacc4567)), voutput_zero_point);
          uint8x8_t vout01234567 = vqmovun_s16(vacc01234567);
  #endif
  
          vout01234567 = vmax_u8(vout01234567, vget_low_u8(voutput_min));
          vout01234567 = vmin_u8(vout01234567, vget_low_u8(voutput_max));
  
          if XNN_LIKELY(c >= 8) {
            vst1_u8(output, vout01234567); output += 8;
            c -= 8;
          } else {
            if (c & 4) {
              vst1_lane_u32(__builtin_assume_aligned(output, 1), vreinterpret_u32_u8(vout01234567), 0); output += 4;
              vout01234567 = vext_u8(vout01234567, vout01234567, 4);
            }
            if (c & 2) {
              vst1_lane_u16(__builtin_assume_aligned(output, 1), vreinterpret_u16_u8(vout01234567), 0); output += 2;
              vout01234567 = vext_u8(vout01234567, vout01234567, 2);
            }
            if (c & 1) {
              vst1_lane_u8(output, vout01234567, 0); output += 1;
            }
            c = 0;
          }
        } while (c != 0);
      }
  
      output = (uint8_t*) ((uintptr_t) output + output_increment);
    } while (--output_width != 0);
  }
  