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_qc8_dwconv_minmax_fp32_ukernel_up32x25__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_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN XNN_DISABLE_MSAN
  {
    assert(channels != 0);
    assert(output_width != 0);
  
    const float32x4_t voutput_min_less_zero_point = vld1q_dup_f32(&params->neon_fp32.output_min_less_zero_point);
    const float32x4_t voutput_max_less_zero_point = vld1q_dup_f32(&params->neon_fp32.output_max_less_zero_point);
    const float32x4_t vmagic_bias = vld1q_dup_f32(&params->neon_fp32.magic_bias);
    const int32x4_t vmagic_bias_less_zero_point = vld1q_dup_s32(&params->neon_fp32.magic_bias_less_zero_point);
    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 >= 32; c -= 32) {
        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);
        int32x4_t vaccOPQR = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
        int32x4_t vaccSTUV = 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);
        const int16x8_t vi0x89ABCDEF = vmovl_s8(vld1_s8(i0)); i0 += 8;
        const int16x8_t vk0x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi0xGHIJKLMN = vmovl_s8(vld1_s8(i0)); i0 += 8;
        const int16x8_t vk0xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi0xOPQRSTUV = vmovl_s8(vld1_s8(i0)); i0 += 8;
        const int16x8_t vk0xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi0x89ABCDEF), vget_low_s16(vk0x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi0x89ABCDEF), vget_high_s16(vk0x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi0xGHIJKLMN), vget_low_s16(vk0xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi0xGHIJKLMN), vget_high_s16(vk0xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi0xOPQRSTUV), vget_low_s16(vk0xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi0xOPQRSTUV), vget_high_s16(vk0xOPQRSTUV));
  
        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);
        const int16x8_t vi1x89ABCDEF = vmovl_s8(vld1_s8(i1)); i1 += 8;
        const int16x8_t vk1x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi1xGHIJKLMN = vmovl_s8(vld1_s8(i1)); i1 += 8;
        const int16x8_t vk1xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi1xOPQRSTUV = vmovl_s8(vld1_s8(i1)); i1 += 8;
        const int16x8_t vk1xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi1x89ABCDEF), vget_low_s16(vk1x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi1x89ABCDEF), vget_high_s16(vk1x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi1xGHIJKLMN), vget_low_s16(vk1xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi1xGHIJKLMN), vget_high_s16(vk1xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi1xOPQRSTUV), vget_low_s16(vk1xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi1xOPQRSTUV), vget_high_s16(vk1xOPQRSTUV));
  
        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);
        const int16x8_t vi2x89ABCDEF = vmovl_s8(vld1_s8(i2)); i2 += 8;
        const int16x8_t vk2x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi2xGHIJKLMN = vmovl_s8(vld1_s8(i2)); i2 += 8;
        const int16x8_t vk2xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi2xOPQRSTUV = vmovl_s8(vld1_s8(i2)); i2 += 8;
        const int16x8_t vk2xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi2x89ABCDEF), vget_low_s16(vk2x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi2x89ABCDEF), vget_high_s16(vk2x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi2xGHIJKLMN), vget_low_s16(vk2xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi2xGHIJKLMN), vget_high_s16(vk2xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi2xOPQRSTUV), vget_low_s16(vk2xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi2xOPQRSTUV), vget_high_s16(vk2xOPQRSTUV));
  
        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);
        const int16x8_t vi3x89ABCDEF = vmovl_s8(vld1_s8(i3)); i3 += 8;
        const int16x8_t vk3x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi3xGHIJKLMN = vmovl_s8(vld1_s8(i3)); i3 += 8;
        const int16x8_t vk3xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi3xOPQRSTUV = vmovl_s8(vld1_s8(i3)); i3 += 8;
        const int16x8_t vk3xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi3x89ABCDEF), vget_low_s16(vk3x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi3x89ABCDEF), vget_high_s16(vk3x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi3xGHIJKLMN), vget_low_s16(vk3xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi3xGHIJKLMN), vget_high_s16(vk3xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi3xOPQRSTUV), vget_low_s16(vk3xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi3xOPQRSTUV), vget_high_s16(vk3xOPQRSTUV));
  
        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);
        const int16x8_t vi4x89ABCDEF = vmovl_s8(vld1_s8(i4)); i4 += 8;
        const int16x8_t vk4x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi4xGHIJKLMN = vmovl_s8(vld1_s8(i4)); i4 += 8;
        const int16x8_t vk4xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi4xOPQRSTUV = vmovl_s8(vld1_s8(i4)); i4 += 8;
        const int16x8_t vk4xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi4x89ABCDEF), vget_low_s16(vk4x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi4x89ABCDEF), vget_high_s16(vk4x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi4xGHIJKLMN), vget_low_s16(vk4xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi4xGHIJKLMN), vget_high_s16(vk4xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi4xOPQRSTUV), vget_low_s16(vk4xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi4xOPQRSTUV), vget_high_s16(vk4xOPQRSTUV));
  
        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);
        const int16x8_t vi5x89ABCDEF = vmovl_s8(vld1_s8(i5)); i5 += 8;
        const int16x8_t vk5x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi5xGHIJKLMN = vmovl_s8(vld1_s8(i5)); i5 += 8;
        const int16x8_t vk5xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi5xOPQRSTUV = vmovl_s8(vld1_s8(i5)); i5 += 8;
        const int16x8_t vk5xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi5x89ABCDEF), vget_low_s16(vk5x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi5x89ABCDEF), vget_high_s16(vk5x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi5xGHIJKLMN), vget_low_s16(vk5xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi5xGHIJKLMN), vget_high_s16(vk5xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi5xOPQRSTUV), vget_low_s16(vk5xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi5xOPQRSTUV), vget_high_s16(vk5xOPQRSTUV));
  
        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);
        const int16x8_t vi6x89ABCDEF = vmovl_s8(vld1_s8(i6)); i6 += 8;
        const int16x8_t vk6x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi6xGHIJKLMN = vmovl_s8(vld1_s8(i6)); i6 += 8;
        const int16x8_t vk6xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi6xOPQRSTUV = vmovl_s8(vld1_s8(i6)); i6 += 8;
        const int16x8_t vk6xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi6x89ABCDEF), vget_low_s16(vk6x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi6x89ABCDEF), vget_high_s16(vk6x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi6xGHIJKLMN), vget_low_s16(vk6xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi6xGHIJKLMN), vget_high_s16(vk6xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi6xOPQRSTUV), vget_low_s16(vk6xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi6xOPQRSTUV), vget_high_s16(vk6xOPQRSTUV));
  
        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);
        const int16x8_t vi7x89ABCDEF = vmovl_s8(vld1_s8(i7)); i7 += 8;
        const int16x8_t vk7x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi7xGHIJKLMN = vmovl_s8(vld1_s8(i7)); i7 += 8;
        const int16x8_t vk7xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi7xOPQRSTUV = vmovl_s8(vld1_s8(i7)); i7 += 8;
        const int16x8_t vk7xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi7x89ABCDEF), vget_low_s16(vk7x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi7x89ABCDEF), vget_high_s16(vk7x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi7xGHIJKLMN), vget_low_s16(vk7xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi7xGHIJKLMN), vget_high_s16(vk7xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi7xOPQRSTUV), vget_low_s16(vk7xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi7xOPQRSTUV), vget_high_s16(vk7xOPQRSTUV));
  
        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);
        const int16x8_t vi8x89ABCDEF = vmovl_s8(vld1_s8(i8)); i8 += 8;
        const int16x8_t vk8x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi8xGHIJKLMN = vmovl_s8(vld1_s8(i8)); i8 += 8;
        const int16x8_t vk8xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi8xOPQRSTUV = vmovl_s8(vld1_s8(i8)); i8 += 8;
        const int16x8_t vk8xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi8x89ABCDEF), vget_low_s16(vk8x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi8x89ABCDEF), vget_high_s16(vk8x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi8xGHIJKLMN), vget_low_s16(vk8xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi8xGHIJKLMN), vget_high_s16(vk8xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi8xOPQRSTUV), vget_low_s16(vk8xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi8xOPQRSTUV), vget_high_s16(vk8xOPQRSTUV));
  
        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);
        const int16x8_t vi9x89ABCDEF = vmovl_s8(vld1_s8(i9)); i9 += 8;
        const int16x8_t vk9x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi9xGHIJKLMN = vmovl_s8(vld1_s8(i9)); i9 += 8;
        const int16x8_t vk9xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi9xOPQRSTUV = vmovl_s8(vld1_s8(i9)); i9 += 8;
        const int16x8_t vk9xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi9x89ABCDEF), vget_low_s16(vk9x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi9x89ABCDEF), vget_high_s16(vk9x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi9xGHIJKLMN), vget_low_s16(vk9xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi9xGHIJKLMN), vget_high_s16(vk9xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi9xOPQRSTUV), vget_low_s16(vk9xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi9xOPQRSTUV), vget_high_s16(vk9xOPQRSTUV));
  
        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);
        const int16x8_t vi10x89ABCDEF = vmovl_s8(vld1_s8(i10)); i10 += 8;
        const int16x8_t vk10x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi10xGHIJKLMN = vmovl_s8(vld1_s8(i10)); i10 += 8;
        const int16x8_t vk10xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi10xOPQRSTUV = vmovl_s8(vld1_s8(i10)); i10 += 8;
        const int16x8_t vk10xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi10x89ABCDEF), vget_low_s16(vk10x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi10x89ABCDEF), vget_high_s16(vk10x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi10xGHIJKLMN), vget_low_s16(vk10xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi10xGHIJKLMN), vget_high_s16(vk10xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi10xOPQRSTUV), vget_low_s16(vk10xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi10xOPQRSTUV), vget_high_s16(vk10xOPQRSTUV));
  
        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);
        const int16x8_t vi11x89ABCDEF = vmovl_s8(vld1_s8(i11)); i11 += 8;
        const int16x8_t vk11x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi11xGHIJKLMN = vmovl_s8(vld1_s8(i11)); i11 += 8;
        const int16x8_t vk11xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi11xOPQRSTUV = vmovl_s8(vld1_s8(i11)); i11 += 8;
        const int16x8_t vk11xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi11x89ABCDEF), vget_low_s16(vk11x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi11x89ABCDEF), vget_high_s16(vk11x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi11xGHIJKLMN), vget_low_s16(vk11xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi11xGHIJKLMN), vget_high_s16(vk11xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi11xOPQRSTUV), vget_low_s16(vk11xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi11xOPQRSTUV), vget_high_s16(vk11xOPQRSTUV));
  
        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);
        const int16x8_t vi12x89ABCDEF = vmovl_s8(vld1_s8(i12)); i12 += 8;
        const int16x8_t vk12x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi12xGHIJKLMN = vmovl_s8(vld1_s8(i12)); i12 += 8;
        const int16x8_t vk12xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi12xOPQRSTUV = vmovl_s8(vld1_s8(i12)); i12 += 8;
        const int16x8_t vk12xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi12x89ABCDEF), vget_low_s16(vk12x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi12x89ABCDEF), vget_high_s16(vk12x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi12xGHIJKLMN), vget_low_s16(vk12xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi12xGHIJKLMN), vget_high_s16(vk12xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi12xOPQRSTUV), vget_low_s16(vk12xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi12xOPQRSTUV), vget_high_s16(vk12xOPQRSTUV));
  
        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);
        const int16x8_t vi13x89ABCDEF = vmovl_s8(vld1_s8(i13)); i13 += 8;
        const int16x8_t vk13x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi13xGHIJKLMN = vmovl_s8(vld1_s8(i13)); i13 += 8;
        const int16x8_t vk13xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi13xOPQRSTUV = vmovl_s8(vld1_s8(i13)); i13 += 8;
        const int16x8_t vk13xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi13x89ABCDEF), vget_low_s16(vk13x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi13x89ABCDEF), vget_high_s16(vk13x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi13xGHIJKLMN), vget_low_s16(vk13xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi13xGHIJKLMN), vget_high_s16(vk13xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi13xOPQRSTUV), vget_low_s16(vk13xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi13xOPQRSTUV), vget_high_s16(vk13xOPQRSTUV));
  
        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);
        const int16x8_t vi14x89ABCDEF = vmovl_s8(vld1_s8(i14)); i14 += 8;
        const int16x8_t vk14x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi14xGHIJKLMN = vmovl_s8(vld1_s8(i14)); i14 += 8;
        const int16x8_t vk14xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi14xOPQRSTUV = vmovl_s8(vld1_s8(i14)); i14 += 8;
        const int16x8_t vk14xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi14x89ABCDEF), vget_low_s16(vk14x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi14x89ABCDEF), vget_high_s16(vk14x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi14xGHIJKLMN), vget_low_s16(vk14xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi14xGHIJKLMN), vget_high_s16(vk14xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi14xOPQRSTUV), vget_low_s16(vk14xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi14xOPQRSTUV), vget_high_s16(vk14xOPQRSTUV));
  
        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);
        const int16x8_t vi15x89ABCDEF = vmovl_s8(vld1_s8(i15)); i15 += 8;
        const int16x8_t vk15x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi15xGHIJKLMN = vmovl_s8(vld1_s8(i15)); i15 += 8;
        const int16x8_t vk15xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi15xOPQRSTUV = vmovl_s8(vld1_s8(i15)); i15 += 8;
        const int16x8_t vk15xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi15x89ABCDEF), vget_low_s16(vk15x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi15x89ABCDEF), vget_high_s16(vk15x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi15xGHIJKLMN), vget_low_s16(vk15xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi15xGHIJKLMN), vget_high_s16(vk15xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi15xOPQRSTUV), vget_low_s16(vk15xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi15xOPQRSTUV), vget_high_s16(vk15xOPQRSTUV));
  
        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);
        const int16x8_t vi16x89ABCDEF = vmovl_s8(vld1_s8(i16)); i16 += 8;
        const int16x8_t vk16x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi16xGHIJKLMN = vmovl_s8(vld1_s8(i16)); i16 += 8;
        const int16x8_t vk16xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi16xOPQRSTUV = vmovl_s8(vld1_s8(i16)); i16 += 8;
        const int16x8_t vk16xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi16x89ABCDEF), vget_low_s16(vk16x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi16x89ABCDEF), vget_high_s16(vk16x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi16xGHIJKLMN), vget_low_s16(vk16xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi16xGHIJKLMN), vget_high_s16(vk16xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi16xOPQRSTUV), vget_low_s16(vk16xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi16xOPQRSTUV), vget_high_s16(vk16xOPQRSTUV));
  
        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);
        const int16x8_t vi17x89ABCDEF = vmovl_s8(vld1_s8(i17)); i17 += 8;
        const int16x8_t vk17x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi17xGHIJKLMN = vmovl_s8(vld1_s8(i17)); i17 += 8;
        const int16x8_t vk17xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi17xOPQRSTUV = vmovl_s8(vld1_s8(i17)); i17 += 8;
        const int16x8_t vk17xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi17x89ABCDEF), vget_low_s16(vk17x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi17x89ABCDEF), vget_high_s16(vk17x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi17xGHIJKLMN), vget_low_s16(vk17xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi17xGHIJKLMN), vget_high_s16(vk17xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi17xOPQRSTUV), vget_low_s16(vk17xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi17xOPQRSTUV), vget_high_s16(vk17xOPQRSTUV));
  
        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);
        const int16x8_t vi18x89ABCDEF = vmovl_s8(vld1_s8(i18)); i18 += 8;
        const int16x8_t vk18x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi18xGHIJKLMN = vmovl_s8(vld1_s8(i18)); i18 += 8;
        const int16x8_t vk18xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi18xOPQRSTUV = vmovl_s8(vld1_s8(i18)); i18 += 8;
        const int16x8_t vk18xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi18x89ABCDEF), vget_low_s16(vk18x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi18x89ABCDEF), vget_high_s16(vk18x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi18xGHIJKLMN), vget_low_s16(vk18xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi18xGHIJKLMN), vget_high_s16(vk18xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi18xOPQRSTUV), vget_low_s16(vk18xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi18xOPQRSTUV), vget_high_s16(vk18xOPQRSTUV));
  
        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);
        const int16x8_t vi19x89ABCDEF = vmovl_s8(vld1_s8(i19)); i19 += 8;
        const int16x8_t vk19x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi19xGHIJKLMN = vmovl_s8(vld1_s8(i19)); i19 += 8;
        const int16x8_t vk19xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi19xOPQRSTUV = vmovl_s8(vld1_s8(i19)); i19 += 8;
        const int16x8_t vk19xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi19x89ABCDEF), vget_low_s16(vk19x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi19x89ABCDEF), vget_high_s16(vk19x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi19xGHIJKLMN), vget_low_s16(vk19xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi19xGHIJKLMN), vget_high_s16(vk19xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi19xOPQRSTUV), vget_low_s16(vk19xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi19xOPQRSTUV), vget_high_s16(vk19xOPQRSTUV));
  
        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);
        const int16x8_t vi20x89ABCDEF = vmovl_s8(vld1_s8(i20)); i20 += 8;
        const int16x8_t vk20x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi20xGHIJKLMN = vmovl_s8(vld1_s8(i20)); i20 += 8;
        const int16x8_t vk20xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi20xOPQRSTUV = vmovl_s8(vld1_s8(i20)); i20 += 8;
        const int16x8_t vk20xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi20x89ABCDEF), vget_low_s16(vk20x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi20x89ABCDEF), vget_high_s16(vk20x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi20xGHIJKLMN), vget_low_s16(vk20xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi20xGHIJKLMN), vget_high_s16(vk20xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi20xOPQRSTUV), vget_low_s16(vk20xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi20xOPQRSTUV), vget_high_s16(vk20xOPQRSTUV));
  
        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);
        const int16x8_t vi21x89ABCDEF = vmovl_s8(vld1_s8(i21)); i21 += 8;
        const int16x8_t vk21x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi21xGHIJKLMN = vmovl_s8(vld1_s8(i21)); i21 += 8;
        const int16x8_t vk21xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi21xOPQRSTUV = vmovl_s8(vld1_s8(i21)); i21 += 8;
        const int16x8_t vk21xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi21x89ABCDEF), vget_low_s16(vk21x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi21x89ABCDEF), vget_high_s16(vk21x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi21xGHIJKLMN), vget_low_s16(vk21xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi21xGHIJKLMN), vget_high_s16(vk21xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi21xOPQRSTUV), vget_low_s16(vk21xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi21xOPQRSTUV), vget_high_s16(vk21xOPQRSTUV));
  
        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);
        const int16x8_t vi22x89ABCDEF = vmovl_s8(vld1_s8(i22)); i22 += 8;
        const int16x8_t vk22x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi22xGHIJKLMN = vmovl_s8(vld1_s8(i22)); i22 += 8;
        const int16x8_t vk22xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi22xOPQRSTUV = vmovl_s8(vld1_s8(i22)); i22 += 8;
        const int16x8_t vk22xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi22x89ABCDEF), vget_low_s16(vk22x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi22x89ABCDEF), vget_high_s16(vk22x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi22xGHIJKLMN), vget_low_s16(vk22xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi22xGHIJKLMN), vget_high_s16(vk22xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi22xOPQRSTUV), vget_low_s16(vk22xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi22xOPQRSTUV), vget_high_s16(vk22xOPQRSTUV));
  
        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);
        const int16x8_t vi23x89ABCDEF = vmovl_s8(vld1_s8(i23)); i23 += 8;
        const int16x8_t vk23x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi23xGHIJKLMN = vmovl_s8(vld1_s8(i23)); i23 += 8;
        const int16x8_t vk23xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi23xOPQRSTUV = vmovl_s8(vld1_s8(i23)); i23 += 8;
        const int16x8_t vk23xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi23x89ABCDEF), vget_low_s16(vk23x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi23x89ABCDEF), vget_high_s16(vk23x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi23xGHIJKLMN), vget_low_s16(vk23xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi23xGHIJKLMN), vget_high_s16(vk23xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi23xOPQRSTUV), vget_low_s16(vk23xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi23xOPQRSTUV), vget_high_s16(vk23xOPQRSTUV));
  
        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);
        const int16x8_t vi24x89ABCDEF = vmovl_s8(vld1_s8(i24)); i24 += 8;
        const int16x8_t vk24x89ABCDEF = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi24xGHIJKLMN = vmovl_s8(vld1_s8(i24)); i24 += 8;
        const int16x8_t vk24xGHIJKLMN = vmovl_s8(vld1_s8(w)); w = (const void*) ((const int8_t*) w + 8);
        const int16x8_t vi24xOPQRSTUV = vmovl_s8(vld1_s8(i24)); i24 += 8;
        const int16x8_t vk24xOPQRSTUV = 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));
        vacc89AB = vmlal_s16(vacc89AB, vget_low_s16(vi24x89ABCDEF), vget_low_s16(vk24x89ABCDEF));
        vaccCDEF = vmlal_s16(vaccCDEF, vget_high_s16(vi24x89ABCDEF), vget_high_s16(vk24x89ABCDEF));
        vaccGHIJ = vmlal_s16(vaccGHIJ, vget_low_s16(vi24xGHIJKLMN), vget_low_s16(vk24xGHIJKLMN));
        vaccKLMN = vmlal_s16(vaccKLMN, vget_high_s16(vi24xGHIJKLMN), vget_high_s16(vk24xGHIJKLMN));
        vaccOPQR = vmlal_s16(vaccOPQR, vget_low_s16(vi24xOPQRSTUV), vget_low_s16(vk24xOPQRSTUV));
        vaccSTUV = vmlal_s16(vaccSTUV, vget_high_s16(vi24xOPQRSTUV), vget_high_s16(vk24xOPQRSTUV));
  
        float32x4_t vfpacc0123 = vcvtq_f32_s32(vacc0123);
        float32x4_t vfpacc4567 = vcvtq_f32_s32(vacc4567);
        float32x4_t vfpacc89AB = vcvtq_f32_s32(vacc89AB);
        float32x4_t vfpaccCDEF = vcvtq_f32_s32(vaccCDEF);
        float32x4_t vfpaccGHIJ = vcvtq_f32_s32(vaccGHIJ);
        float32x4_t vfpaccKLMN = vcvtq_f32_s32(vaccKLMN);
        float32x4_t vfpaccOPQR = vcvtq_f32_s32(vaccOPQR);
        float32x4_t vfpaccSTUV = vcvtq_f32_s32(vaccSTUV);
  
        const float32x4_t vscale0123 = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
        const float32x4_t vscale4567 = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
        const float32x4_t vscale89AB = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
        const float32x4_t vscaleCDEF = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
        const float32x4_t vscaleGHIJ = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
        const float32x4_t vscaleKLMN = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
        const float32x4_t vscaleOPQR = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
        const float32x4_t vscaleSTUV = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
  
        vfpacc0123 = vmulq_f32(vfpacc0123, vscale0123);
        vfpacc4567 = vmulq_f32(vfpacc4567, vscale4567);
        vfpacc89AB = vmulq_f32(vfpacc89AB, vscale89AB);
        vfpaccCDEF = vmulq_f32(vfpaccCDEF, vscaleCDEF);
        vfpaccGHIJ = vmulq_f32(vfpaccGHIJ, vscaleGHIJ);
        vfpaccKLMN = vmulq_f32(vfpaccKLMN, vscaleKLMN);
        vfpaccOPQR = vmulq_f32(vfpaccOPQR, vscaleOPQR);
        vfpaccSTUV = vmulq_f32(vfpaccSTUV, vscaleSTUV);
  
        vfpacc0123 = vmaxq_f32(vfpacc0123, voutput_min_less_zero_point);
        vfpacc4567 = vmaxq_f32(vfpacc4567, voutput_min_less_zero_point);
        vfpacc89AB = vmaxq_f32(vfpacc89AB, voutput_min_less_zero_point);
        vfpaccCDEF = vmaxq_f32(vfpaccCDEF, voutput_min_less_zero_point);
        vfpaccGHIJ = vmaxq_f32(vfpaccGHIJ, voutput_min_less_zero_point);
        vfpaccKLMN = vmaxq_f32(vfpaccKLMN, voutput_min_less_zero_point);
        vfpaccOPQR = vmaxq_f32(vfpaccOPQR, voutput_min_less_zero_point);
        vfpaccSTUV = vmaxq_f32(vfpaccSTUV, voutput_min_less_zero_point);
  
        vfpacc0123 = vminq_f32(vfpacc0123, voutput_max_less_zero_point);
        vfpacc4567 = vminq_f32(vfpacc4567, voutput_max_less_zero_point);
        vfpacc89AB = vminq_f32(vfpacc89AB, voutput_max_less_zero_point);
        vfpaccCDEF = vminq_f32(vfpaccCDEF, voutput_max_less_zero_point);
        vfpaccGHIJ = vminq_f32(vfpaccGHIJ, voutput_max_less_zero_point);
        vfpaccKLMN = vminq_f32(vfpaccKLMN, voutput_max_less_zero_point);
        vfpaccOPQR = vminq_f32(vfpaccOPQR, voutput_max_less_zero_point);
        vfpaccSTUV = vminq_f32(vfpaccSTUV, voutput_max_less_zero_point);
  
        vacc0123 = vreinterpretq_s32_f32(vaddq_f32(vfpacc0123, vmagic_bias));
        vacc4567 = vreinterpretq_s32_f32(vaddq_f32(vfpacc4567, vmagic_bias));
        vacc89AB = vreinterpretq_s32_f32(vaddq_f32(vfpacc89AB, vmagic_bias));
        vaccCDEF = vreinterpretq_s32_f32(vaddq_f32(vfpaccCDEF, vmagic_bias));
        vaccGHIJ = vreinterpretq_s32_f32(vaddq_f32(vfpaccGHIJ, vmagic_bias));
        vaccKLMN = vreinterpretq_s32_f32(vaddq_f32(vfpaccKLMN, vmagic_bias));
        vaccOPQR = vreinterpretq_s32_f32(vaddq_f32(vfpaccOPQR, vmagic_bias));
        vaccSTUV = vreinterpretq_s32_f32(vaddq_f32(vfpaccSTUV, vmagic_bias));
  
        vacc0123 = vsubq_s32(vacc0123, vmagic_bias_less_zero_point);
        vacc4567 = vsubq_s32(vacc4567, vmagic_bias_less_zero_point);
        vacc89AB = vsubq_s32(vacc89AB, vmagic_bias_less_zero_point);
        vaccCDEF = vsubq_s32(vaccCDEF, vmagic_bias_less_zero_point);
        vaccGHIJ = vsubq_s32(vaccGHIJ, vmagic_bias_less_zero_point);
        vaccKLMN = vsubq_s32(vaccKLMN, vmagic_bias_less_zero_point);
        vaccOPQR = vsubq_s32(vaccOPQR, vmagic_bias_less_zero_point);
        vaccSTUV = vsubq_s32(vaccSTUV, vmagic_bias_less_zero_point);
  
  #if XNN_ARCH_ARM64
        const int16x8_t vacc01234567 = vuzp1q_s16(vreinterpretq_s16_s32(vacc0123), vreinterpretq_s16_s32(vacc4567));
        const int16x8_t vacc89ABCDEF = vuzp1q_s16(vreinterpretq_s16_s32(vacc89AB), vreinterpretq_s16_s32(vaccCDEF));
        const int16x8_t vaccGHIJKLMN = vuzp1q_s16(vreinterpretq_s16_s32(vaccGHIJ), vreinterpretq_s16_s32(vaccKLMN));
        const int16x8_t vaccOPQRSTUV = vuzp1q_s16(vreinterpretq_s16_s32(vaccOPQR), vreinterpretq_s16_s32(vaccSTUV));
  
        int8x16_t vout0123456789ABCDEF = vuzp1q_s8(vreinterpretq_s8_s16(vacc01234567), vreinterpretq_s8_s16(vacc89ABCDEF));
        int8x16_t voutGHIJKLMNOPQRSTUV = vuzp1q_s8(vreinterpretq_s8_s16(vaccGHIJKLMN), vreinterpretq_s8_s16(vaccOPQRSTUV));
  #else
        const int16x8_t vacc01234567 = vcombine_s16(vmovn_s32(vacc0123), vmovn_s32(vacc4567));
        const int16x8_t vacc89ABCDEF = vcombine_s16(vmovn_s32(vacc89AB), vmovn_s32(vaccCDEF));
        const int16x8_t vaccGHIJKLMN = vcombine_s16(vmovn_s32(vaccGHIJ), vmovn_s32(vaccKLMN));
        const int16x8_t vaccOPQRSTUV = vcombine_s16(vmovn_s32(vaccOPQR), vmovn_s32(vaccSTUV));
  
        int8x16_t vout0123456789ABCDEF = vcombine_s8(vmovn_s16(vacc01234567), vmovn_s16(vacc89ABCDEF));
        int8x16_t voutGHIJKLMNOPQRSTUV = vcombine_s8(vmovn_s16(vaccGHIJKLMN), vmovn_s16(vaccOPQRSTUV));
  #endif
  
  
        vst1q_s8(output, vout0123456789ABCDEF); output += 16;
        vst1q_s8(output, voutGHIJKLMNOPQRSTUV); output += 16;
      }
      if XNN_UNLIKELY(c != 0) {
        const int8_t* k = (const int8_t*) ((const int32_t*) w + 32);
        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 = vmovl_s8(vld1_s8(i0)); i0 += 8;
          const int16x8_t vk0x01234567 = vmovl_s8(vld1_s8(k)); 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 = vmovl_s8(vld1_s8(i1)); i1 += 8;
          const int16x8_t vk1x01234567 = vmovl_s8(vld1_s8((const void*) (k + 24)));
  
          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((const void*) (k + 56)));
  
          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((const void*) (k + 88)));
  
          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((const void*) (k + 120)));
  
          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((const void*) (k + 152)));
  
          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((const void*) (k + 184)));
  
          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((const void*) (k + 216)));
  
          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((const void*) (k + 248)));
  
          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((const void*) (k + 280)));
  
          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((const void*) (k + 312)));
  
          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((const void*) (k + 344)));
  
          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((const void*) (k + 376)));
  
          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((const void*) (k + 408)));
  
          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((const void*) (k + 440)));
  
          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((const void*) (k + 472)));
  
          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((const void*) (k + 504)));
  
          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((const void*) (k + 536)));
  
          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((const void*) (k + 568)));
  
          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((const void*) (k + 600)));
  
          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((const void*) (k + 632)));
  
          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((const void*) (k + 664)));
  
          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((const void*) (k + 696)));
  
          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((const void*) (k + 728)));
  
          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((const void*) (k + 760)));
  
          vacc0123 = vmlal_s16(vacc0123, vget_low_s16(vi24x01234567), vget_low_s16(vk24x01234567));
          vacc4567 = vmlal_s16(vacc4567, vget_high_s16(vi24x01234567), vget_high_s16(vk24x01234567));
  
          float32x4_t vfpacc0123 = vcvtq_f32_s32(vacc0123);
          float32x4_t vfpacc4567 = vcvtq_f32_s32(vacc4567);
  
          const float32x4_t vscale0123 = vld1q_f32((const float*) ((uintptr_t) w + 24 * sizeof(int32_t) + 800 * sizeof(int8_t)));
          const float32x4_t vscale4567 = vld1q_f32((const float*) ((uintptr_t) w + 24 * sizeof(int32_t) + 800 * sizeof(int8_t) + 4 * sizeof(float)));
          vfpacc0123 = vmulq_f32(vfpacc0123, vscale0123);
          vfpacc4567 = vmulq_f32(vfpacc4567, vscale4567);
  
          vfpacc0123 = vmaxq_f32(vfpacc0123, voutput_min_less_zero_point);
          vfpacc4567 = vmaxq_f32(vfpacc4567, voutput_min_less_zero_point);
  
          vfpacc0123 = vminq_f32(vfpacc0123, voutput_max_less_zero_point);
          vfpacc4567 = vminq_f32(vfpacc4567, voutput_max_less_zero_point);
  
          vacc0123 = vreinterpretq_s32_f32(vaddq_f32(vfpacc0123, vmagic_bias));
          vacc4567 = vreinterpretq_s32_f32(vaddq_f32(vfpacc4567, vmagic_bias));
  
          vacc0123 = vsubq_s32(vacc0123, vmagic_bias_less_zero_point);
          vacc4567 = vsubq_s32(vacc4567, vmagic_bias_less_zero_point);
  
  #if XNN_ARCH_ARM64
          const int16x8_t vacc01234567 = vuzp1q_s16(vreinterpretq_s16_s32(vacc0123), vreinterpretq_s16_s32(vacc4567));
          int8x8_t vout01234567 = vmovn_s16(vacc01234567);
  #else
          const int16x8_t vacc01234567 = vcombine_s16(vmovn_s32(vacc0123), vmovn_s32(vacc4567));
          int8x8_t vout01234567 = vmovn_s16(vacc01234567);
  #endif
  
  
          if XNN_LIKELY(c >= 8) {
            vst1_s8(output, vout01234567); output += 8;
            c -= 8;
          } else {
            if (c & 4) {
              vst1_lane_u32(__builtin_assume_aligned(output, 1), vreinterpret_u32_s8(vout01234567), 0); output += 4;
              vout01234567 = vext_s8(vout01234567, vout01234567, 4);
            }
            if (c & 2) {
              vst1_lane_u16(__builtin_assume_aligned(output, 1), vreinterpret_u16_s8(vout01234567), 0); output += 2;
              vout01234567 = vext_s8(vout01234567, vout01234567, 2);
            }
            if (c & 1) {
              vst1_lane_s8(output, vout01234567, 0); output += 1;
            }
            c = 0;
          }
        } while (c != 0);
      }
  
      output = (int8_t*) ((uintptr_t) output + output_increment);
    } while (--output_width != 0);
  }
  