text: // Auto-generated file. Do not edit!
  //   Template: src/qs8-dwconv/unipass-neon-mul16.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_qs8_dwconv_minmax_rndnu_ukernel_up8x25__neon_mul16(
      size_t channels,
      size_t output_width,
      const int8_t** input,
      const void* weights,
      int8_t* output,
      size_t input_stride,
      size_t output_increment,
      size_t input_offset,
      const int8_t* zero,
      const union xnn_qs8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
  {
    assert(channels != 0);
    assert(output_width != 0);
  
    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 int8x8_t voutput_min = vld1_dup_s8(&params->rndnu_neon.output_min);
    const int8x8_t voutput_max = vld1_dup_s8(&params->rndnu_neon.output_max);
    do {
      const int8_t* i0 = input[0];
      assert(i0 != NULL);
      if XNN_UNPREDICTABLE(i0 != zero) {
        i0 = (const int8_t*) ((uintptr_t) i0 + input_offset);
      }
      const int8_t* i1 = input[1];
      assert(i1 != NULL);
      if XNN_UNPREDICTABLE(i1 != zero) {
        i1 = (const int8_t*) ((uintptr_t) i1 + input_offset);
      }
      const int8_t* i2 = input[2];
      assert(i2 != NULL);
      if XNN_UNPREDICTABLE(i2 != zero) {
        i2 = (const int8_t*) ((uintptr_t) i2 + input_offset);
      }
      const int8_t* i3 = input[3];
      assert(i3 != NULL);
      if XNN_UNPREDICTABLE(i3 != zero) {
        i3 = (const int8_t*) ((uintptr_t) i3 + input_offset);
      }
      const int8_t* i4 = input[4];
      assert(i4 != NULL);
      if XNN_UNPREDICTABLE(i4 != zero) {
        i4 = (const int8_t*) ((uintptr_t) i4 + input_offset);
      }
      const int8_t* i5 = input[5];
      assert(i5 != NULL);
      if XNN_UNPREDICTABLE(i5 != zero) {
        i5 = (const int8_t*) ((uintptr_t) i5 + input_offset);
      }
      const int8_t* i6 = input[6];
      assert(i6 != NULL);
      if XNN_UNPREDICTABLE(i6 != zero) {
        i6 = (const int8_t*) ((uintptr_t) i6 + input_offset);
      }
      const int8_t* i7 = input[7];
      assert(i7 != NULL);
      if XNN_UNPREDICTABLE(i7 != zero) {
        i7 = (const int8_t*) ((uintptr_t) i7 + input_offset);
      }
      const int8_t* i8 = input[8];
      assert(i8 != NULL);
      if XNN_UNPREDICTABLE(i8 != zero) {
        i8 = (const int8_t*) ((uintptr_t) i8 + input_offset);
      }
      const int8_t* i9 = input[9];
      assert(i9 != NULL);
      if XNN_UNPREDICTABLE(i9 != zero) {
        i9 = (const int8_t*) ((uintptr_t) i9 + input_offset);
      }
      const int8_t* i10 = input[10];
      assert(i10 != NULL);
      if XNN_UNPREDICTABLE(i10 != zero) {
        i10 = (const int8_t*) ((uintptr_t) i10 + input_offset);
      }
      const int8_t* i11 = input[11];
      assert(i11 != NULL);
      if XNN_UNPREDICTABLE(i11 != zero) {
        i11 = (const int8_t*) ((uintptr_t) i11 + input_offset);
      }
      const int8_t* i12 = input[12];
      assert(i12 != NULL);
      if XNN_UNPREDICTABLE(i12 != zero) {
        i12 = (const int8_t*) ((uintptr_t) i12 + input_offset);
      }
      const int8_t* i13 = input[13];
      assert(i13 != NULL);
      if XNN_UNPREDICTABLE(i13 != zero) {
        i13 = (const int8_t*) ((uintptr_t) i13 + input_offset);
      }
      const int8_t* i14 = input[14];
      assert(i14 != NULL);
      if XNN_UNPREDICTABLE(i14 != zero) {
        i14 = (const int8_t*) ((uintptr_t) i14 + input_offset);
      }
      const int8_t* i15 = input[15];
      assert(i15 != NULL);
      if XNN_UNPREDICTABLE(i15 != zero) {
        i15 = (const int8_t*) ((uintptr_t) i15 + input_offset);
      }
      const int8_t* i16 = input[16];
      assert(i16 != NULL);
      if XNN_UNPREDICTABLE(i16 != zero) {
        i16 = (const int8_t*) ((uintptr_t) i16 + input_offset);
      }
      const int8_t* i17 = input[17];
      assert(i17 != NULL);
      if XNN_UNPREDICTABLE(i17 != zero) {
        i17 = (const int8_t*) ((uintptr_t) i17 + input_offset);
      }
      const int8_t* i18 = input[18];
      assert(i18 != NULL);
      if XNN_UNPREDICTABLE(i18 != zero) {
        i18 = (const int8_t*) ((uintptr_t) i18 + input_offset);
      }
      const int8_t* i19 = input[19];
      assert(i19 != NULL);
      if XNN_UNPREDICTABLE(i19 != zero) {
        i19 = (const int8_t*) ((uintptr_t) i19 + input_offset);
      }
      const int8_t* i20 = input[20];
      assert(i20 != NULL);
      if XNN_UNPREDICTABLE(i20 != zero) {
        i20 = (const int8_t*) ((uintptr_t) i20 + input_offset);
      }
      const int8_t* i21 = input[21];
      assert(i21 != NULL);
      if XNN_UNPREDICTABLE(i21 != zero) {
        i21 = (const int8_t*) ((uintptr_t) i21 + input_offset);
      }
      const int8_t* i22 = input[22];
      assert(i22 != NULL);
      if XNN_UNPREDICTABLE(i22 != zero) {
        i22 = (const int8_t*) ((uintptr_t) i22 + input_offset);
      }
      const int8_t* i23 = input[23];
      assert(i23 != NULL);
      if XNN_UNPREDICTABLE(i23 != zero) {
        i23 = (const int8_t*) ((uintptr_t) i23 + input_offset);
      }
      const int8_t* i24 = input[24];
      assert(i24 != NULL);
      if XNN_UNPREDICTABLE(i24 != zero) {
        i24 = (const int8_t*) ((uintptr_t) i24 + input_offset);
      }
      input = (const int8_t**) ((uintptr_t) input + input_stride);
  
      size_t c = channels;
      const void* w = weights;
      for (; c >= 8; c -= 8) {
        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 = vmovl_s8(vld1_s8(i0)); i0 += 8;
        const int16x8_t vk0x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 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 = vmovl_s8(vld1_s8(i1)); i1 += 8;
        const int16x8_t vk1x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        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 = vmovl_s8(vld1_s8(i2)); i2 += 8;
        const int16x8_t vk2x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        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 = vmovl_s8(vld1_s8(i3)); i3 += 8;
        const int16x8_t vk3x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        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 = vmovl_s8(vld1_s8(i4)); i4 += 8;
        const int16x8_t vk4x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        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 = vmovl_s8(vld1_s8(i5)); i5 += 8;
        const int16x8_t vk5x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        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 = vmovl_s8(vld1_s8(i6)); i6 += 8;
        const int16x8_t vk6x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        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 = vmovl_s8(vld1_s8(i7)); i7 += 8;
        const int16x8_t vk7x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        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 = vmovl_s8(vld1_s8(i8)); i8 += 8;
        const int16x8_t vk8x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi8x01234567), vget_low_s16(vk8x01234567));
        vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi8x01234567), vget_high_s16(vk8x01234567));
  
        const int16x8_t vi9x01234567 = vmovl_s8(vld1_s8(i9)); i9 += 8;
        const int16x8_t vk9x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi9x01234567), vget_low_s16(vk9x01234567));
        vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi9x01234567), vget_high_s16(vk9x01234567));
  
        const int16x8_t vi10x01234567 = vmovl_s8(vld1_s8(i10)); i10 += 8;
        const int16x8_t vk10x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi10x01234567), vget_low_s16(vk10x01234567));
        vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi10x01234567), vget_high_s16(vk10x01234567));
  
        const int16x8_t vi11x01234567 = vmovl_s8(vld1_s8(i11)); i11 += 8;
        const int16x8_t vk11x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi11x01234567), vget_low_s16(vk11x01234567));
        vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi11x01234567), vget_high_s16(vk11x01234567));
  
        const int16x8_t vi12x01234567 = vmovl_s8(vld1_s8(i12)); i12 += 8;
        const int16x8_t vk12x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi12x01234567), vget_low_s16(vk12x01234567));
        vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi12x01234567), vget_high_s16(vk12x01234567));
  
        const int16x8_t vi13x01234567 = vmovl_s8(vld1_s8(i13)); i13 += 8;
        const int16x8_t vk13x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi13x01234567), vget_low_s16(vk13x01234567));
        vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi13x01234567), vget_high_s16(vk13x01234567));
  
        const int16x8_t vi14x01234567 = vmovl_s8(vld1_s8(i14)); i14 += 8;
        const int16x8_t vk14x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi14x01234567), vget_low_s16(vk14x01234567));
        vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi14x01234567), vget_high_s16(vk14x01234567));
  
        const int16x8_t vi15x01234567 = vmovl_s8(vld1_s8(i15)); i15 += 8;
        const int16x8_t vk15x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi15x01234567), vget_low_s16(vk15x01234567));
        vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi15x01234567), vget_high_s16(vk15x01234567));
  
        const int16x8_t vi16x01234567 = vmovl_s8(vld1_s8(i16)); i16 += 8;
        const int16x8_t vk16x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi16x01234567), vget_low_s16(vk16x01234567));
        vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi16x01234567), vget_high_s16(vk16x01234567));
  
        const int16x8_t vi17x01234567 = vmovl_s8(vld1_s8(i17)); i17 += 8;
        const int16x8_t vk17x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi17x01234567), vget_low_s16(vk17x01234567));
        vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi17x01234567), vget_high_s16(vk17x01234567));
  
        const int16x8_t vi18x01234567 = vmovl_s8(vld1_s8(i18)); i18 += 8;
        const int16x8_t vk18x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi18x01234567), vget_low_s16(vk18x01234567));
        vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi18x01234567), vget_high_s16(vk18x01234567));
  
        const int16x8_t vi19x01234567 = vmovl_s8(vld1_s8(i19)); i19 += 8;
        const int16x8_t vk19x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi19x01234567), vget_low_s16(vk19x01234567));
        vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi19x01234567), vget_high_s16(vk19x01234567));
  
        const int16x8_t vi20x01234567 = vmovl_s8(vld1_s8(i20)); i20 += 8;
        const int16x8_t vk20x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi20x01234567), vget_low_s16(vk20x01234567));
        vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi20x01234567), vget_high_s16(vk20x01234567));
  
        const int16x8_t vi21x01234567 = vmovl_s8(vld1_s8(i21)); i21 += 8;
        const int16x8_t vk21x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi21x01234567), vget_low_s16(vk21x01234567));
        vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi21x01234567), vget_high_s16(vk21x01234567));
  
        const int16x8_t vi22x01234567 = vmovl_s8(vld1_s8(i22)); i22 += 8;
        const int16x8_t vk22x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi22x01234567), vget_low_s16(vk22x01234567));
        vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi22x01234567), vget_high_s16(vk22x01234567));
  
        const int16x8_t vi23x01234567 = vmovl_s8(vld1_s8(i23)); i23 += 8;
        const int16x8_t vk23x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi23x01234567), vget_low_s16(vk23x01234567));
        vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi23x01234567), vget_high_s16(vk23x01234567));
  
        const int16x8_t vi24x01234567 = vmovl_s8(vld1_s8(i24)); i24 += 8;
        const int16x8_t vk24x01234567 = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
  
        vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi24x01234567), vget_low_s16(vk24x01234567));
        vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi24x01234567), vget_high_s16(vk24x01234567));
  
        vacc0123 = vqshlq_s32(vacc0123, vright_pre_shift);
        vacc4567 = vqshlq_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
        int16x8_t vacc01234567 = vqmovn_high_s32(vqmovn_s32(vacc0123), vacc4567);
  
        vacc01234567 = vqaddq_s16(vacc01234567, voutput_zero_point);
  
        int8x8_t vout01234567 = vqmovn_s16(vacc01234567);
  #else  // !XNN_ARCH_ARM64
        int16x8_t vacc01234567 = vcombine_s16(vqmovn_s32(vacc0123), vqmovn_s32(vacc4567));
  
        vacc01234567 = vqaddq_s16(vacc01234567, voutput_zero_point);
  
        int8x8_t vout01234567 = vqmovn_s16(vacc01234567);
  #endif  // !XNN_ARCH_ARM64
  
        vout01234567 = vmax_s8(vout01234567, voutput_min);
  
        vout01234567 = vmin_s8(vout01234567, voutput_max);
  
        vst1_s8(output, vout01234567); output += 8;
      }
      if XNN_UNLIKELY(c != 0) {
        {
          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 = vmovl_s8(vld1_s8(i0));
          const int16x8_t vk0x01234567 = vmovl_s8(vld1_s8(w));
  
          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 = vmovl_s8(vld1_s8(i1));
          const int16x8_t vk1x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 8)));
  
          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 = vmovl_s8(vld1_s8(i2));
          const int16x8_t vk2x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 16)));
  
          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 = vmovl_s8(vld1_s8(i3));
          const int16x8_t vk3x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 24)));
  
          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 = vmovl_s8(vld1_s8(i4));
          const int16x8_t vk4x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 32)));
  
          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 = vmovl_s8(vld1_s8(i5));
          const int16x8_t vk5x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 40)));
  
          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 = vmovl_s8(vld1_s8(i6));
          const int16x8_t vk6x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 48)));
  
          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 = vmovl_s8(vld1_s8(i7));
          const int16x8_t vk7x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 56)));
  
          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 = vmovl_s8(vld1_s8(i8));
          const int16x8_t vk8x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 64)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi8x01234567), vget_low_s16(vk8x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi8x01234567), vget_high_s16(vk8x01234567));
          const int16x8_t vi9x01234567 = vmovl_s8(vld1_s8(i9));
          const int16x8_t vk9x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 72)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi9x01234567), vget_low_s16(vk9x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi9x01234567), vget_high_s16(vk9x01234567));
          const int16x8_t vi10x01234567 = vmovl_s8(vld1_s8(i10));
          const int16x8_t vk10x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 80)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi10x01234567), vget_low_s16(vk10x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi10x01234567), vget_high_s16(vk10x01234567));
          const int16x8_t vi11x01234567 = vmovl_s8(vld1_s8(i11));
          const int16x8_t vk11x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 88)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi11x01234567), vget_low_s16(vk11x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi11x01234567), vget_high_s16(vk11x01234567));
          const int16x8_t vi12x01234567 = vmovl_s8(vld1_s8(i12));
          const int16x8_t vk12x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 96)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi12x01234567), vget_low_s16(vk12x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi12x01234567), vget_high_s16(vk12x01234567));
          const int16x8_t vi13x01234567 = vmovl_s8(vld1_s8(i13));
          const int16x8_t vk13x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 104)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi13x01234567), vget_low_s16(vk13x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi13x01234567), vget_high_s16(vk13x01234567));
          const int16x8_t vi14x01234567 = vmovl_s8(vld1_s8(i14));
          const int16x8_t vk14x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 112)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi14x01234567), vget_low_s16(vk14x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi14x01234567), vget_high_s16(vk14x01234567));
          const int16x8_t vi15x01234567 = vmovl_s8(vld1_s8(i15));
          const int16x8_t vk15x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 120)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi15x01234567), vget_low_s16(vk15x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi15x01234567), vget_high_s16(vk15x01234567));
          const int16x8_t vi16x01234567 = vmovl_s8(vld1_s8(i16));
          const int16x8_t vk16x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 128)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi16x01234567), vget_low_s16(vk16x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi16x01234567), vget_high_s16(vk16x01234567));
          const int16x8_t vi17x01234567 = vmovl_s8(vld1_s8(i17));
          const int16x8_t vk17x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 136)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi17x01234567), vget_low_s16(vk17x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi17x01234567), vget_high_s16(vk17x01234567));
          const int16x8_t vi18x01234567 = vmovl_s8(vld1_s8(i18));
          const int16x8_t vk18x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 144)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi18x01234567), vget_low_s16(vk18x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi18x01234567), vget_high_s16(vk18x01234567));
          const int16x8_t vi19x01234567 = vmovl_s8(vld1_s8(i19));
          const int16x8_t vk19x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 152)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi19x01234567), vget_low_s16(vk19x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi19x01234567), vget_high_s16(vk19x01234567));
          const int16x8_t vi20x01234567 = vmovl_s8(vld1_s8(i20));
          const int16x8_t vk20x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 160)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi20x01234567), vget_low_s16(vk20x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi20x01234567), vget_high_s16(vk20x01234567));
          const int16x8_t vi21x01234567 = vmovl_s8(vld1_s8(i21));
          const int16x8_t vk21x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 168)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi21x01234567), vget_low_s16(vk21x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi21x01234567), vget_high_s16(vk21x01234567));
          const int16x8_t vi22x01234567 = vmovl_s8(vld1_s8(i22));
          const int16x8_t vk22x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 176)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi22x01234567), vget_low_s16(vk22x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi22x01234567), vget_high_s16(vk22x01234567));
          const int16x8_t vi23x01234567 = vmovl_s8(vld1_s8(i23));
          const int16x8_t vk23x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 184)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi23x01234567), vget_low_s16(vk23x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi23x01234567), vget_high_s16(vk23x01234567));
          const int16x8_t vi24x01234567 = vmovl_s8(vld1_s8(i24));
          const int16x8_t vk24x01234567 = vmovl_s8(vld1_s8((const void*) ((const int8_t*) w + 192)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi24x01234567), vget_low_s16(vk24x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi24x01234567), vget_high_s16(vk24x01234567));
  
          vacc0123 = vqshlq_s32(vacc0123, vright_pre_shift);
          vacc4567 = vqshlq_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
          int16x8_t vacc01234567 = vqmovn_high_s32(vqmovn_s32(vacc0123), vacc4567);
  #else
          int16x8_t vacc01234567 = vcombine_s16(vqmovn_s32(vacc0123), vqmovn_s32(vacc4567));
  #endif
          vacc01234567 = vqaddq_s16(vacc01234567, voutput_zero_point);
  
          int8x8_t vout01234567 = vqmovn_s16(vacc01234567);
          vout01234567 = vmax_s8(vout01234567, voutput_min);
          vout01234567 = vmin_s8(vout01234567, voutput_max);
  
          if (c & 4) {
            vst1_lane_u32((void*) output, vreinterpret_u32_s8(vout01234567), 0); output += 4;
            vout01234567 = vext_s8(vout01234567, vout01234567, 4);
          }
          if (c & 2) {
            vst1_lane_u16((void*) output, vreinterpret_u16_s8(vout01234567), 0); output += 2;
            vout01234567 = vext_s8(vout01234567, vout01234567, 2);
          }
          if (c & 1) {
            vst1_lane_s8(output, vout01234567, 0); output += 1;
          }
        }
      }
  
      output = (int8_t*) ((uintptr_t) output + output_increment);
    } while (--output_width != 0);
  }
  