// clang-format off

// Auto-generated file. Do not edit!

//   Template: src/qs8-dwconv/unipass-sse-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 <stddef.h>

#include <stdint.h>

#include <smmintrin.h>

#include "src/xnnpack/common.h"

#include "src/xnnpack/dwconv.h"

#include "src/xnnpack/microparams.h"

#include "src/xnnpack/unaligned.h"

void xnn_qs8_dwconv_minmax_fp32_ukernel_25p8c__sse41_mul16_add16(

    size_t channels,

    size_t output_width,

    const int8_t** input,

    const void* weights,

    int8_t* output,

    intptr_t input_stride,

    size_t output_increment,

    size_t input_offset,

    size_t input_pixel_stride,

    const int8_t* zero,

    const union xnn_qs8_conv_minmax_params* restrict params) XNN_OOB_READS

{

  assert(channels != 0);

  assert(output_width != 0);

  const __m128 vscale = _mm_set1_ps(params->fp32_scalar.scale);

  XNN_FORCE_REALIZATION(vscale);

  const __m128 voutput_max_less_zero_point = _mm_set1_ps((int32_t) params->fp32_scalar.output_max - (int32_t) params->fp32_scalar.output_zero_point);

  const __m128i voutput_zero_point = _mm_set1_epi16(params->fp32_scalar.output_zero_point);

  const __m128i voutput_min = _mm_set1_epi8(params->fp32_scalar.output_min);

  XNN_FORCE_REALIZATION(voutput_max_less_zero_point);

  XNN_FORCE_REALIZATION(voutput_zero_point);

  XNN_FORCE_REALIZATION(voutput_min);

  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) {

      __m128i vacc0123 = _mm_loadu_si128((const __m128i*) w);

      __m128i vacc4567 = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 4));

      const __m128i vi0x01234567 = _mm_loadl_epi64((const __m128i*) i0);

      const __m128i vxi0x01234567 = _mm_cvtepi8_epi16(vi0x01234567);

      const __m128i vk0x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(int8_t)));

      const __m128i vxk0x01234567 = _mm_cvtepi8_epi16(vk0x01234567);

      i0 += 8;

      __m128i vprod01234567 = _mm_mullo_epi16(vxi0x01234567, vxk0x01234567);

      const __m128i vi1x01234567 = _mm_loadl_epi64((const __m128i*) i1);

      const __m128i vxi1x01234567 = _mm_cvtepi8_epi16(vi1x01234567);

      const __m128i vk1x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(int8_t)));

      const __m128i vxk1x01234567 = _mm_cvtepi8_epi16(vk1x01234567);

      i1 += 8;

      vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi1x01234567, vxk1x01234567));

      vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

      vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

      const __m128i vi2x01234567 = _mm_loadl_epi64((const __m128i*) i2);

      const __m128i vxi2x01234567 = _mm_cvtepi8_epi16(vi2x01234567);

      const __m128i vk2x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(int8_t)));

      const __m128i vxk2x01234567 = _mm_cvtepi8_epi16(vk2x01234567);

      i2 += 8;

      vprod01234567 = _mm_mullo_epi16(vxi2x01234567, vxk2x01234567);

      const __m128i vi3x01234567 = _mm_loadl_epi64((const __m128i*) i3);

      const __m128i vxi3x01234567 = _mm_cvtepi8_epi16(vi3x01234567);

      const __m128i vk3x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(int8_t)));

      const __m128i vxk3x01234567 = _mm_cvtepi8_epi16(vk3x01234567);

      i3 += 8;

      vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi3x01234567, vxk3x01234567));

      vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

      vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

      const __m128i vi4x01234567 = _mm_loadl_epi64((const __m128i*) i4);

      const __m128i vxi4x01234567 = _mm_cvtepi8_epi16(vi4x01234567);

      const __m128i vk4x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(int8_t)));

      const __m128i vxk4x01234567 = _mm_cvtepi8_epi16(vk4x01234567);

      i4 += 8;

      vprod01234567 = _mm_mullo_epi16(vxi4x01234567, vxk4x01234567);

      const __m128i vi5x01234567 = _mm_loadl_epi64((const __m128i*) i5);

      const __m128i vxi5x01234567 = _mm_cvtepi8_epi16(vi5x01234567);

      const __m128i vk5x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(int8_t)));

      const __m128i vxk5x01234567 = _mm_cvtepi8_epi16(vk5x01234567);

      i5 += 8;

      vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi5x01234567, vxk5x01234567));

      vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

      vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

      const __m128i vi6x01234567 = _mm_loadl_epi64((const __m128i*) i6);

      const __m128i vxi6x01234567 = _mm_cvtepi8_epi16(vi6x01234567);

      const __m128i vk6x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(int8_t)));

      const __m128i vxk6x01234567 = _mm_cvtepi8_epi16(vk6x01234567);

      i6 += 8;

      vprod01234567 = _mm_mullo_epi16(vxi6x01234567, vxk6x01234567);

      const __m128i vi7x01234567 = _mm_loadl_epi64((const __m128i*) i7);

      const __m128i vxi7x01234567 = _mm_cvtepi8_epi16(vi7x01234567);

      const __m128i vk7x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(int8_t)));

      const __m128i vxk7x01234567 = _mm_cvtepi8_epi16(vk7x01234567);

      i7 += 8;

      vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi7x01234567, vxk7x01234567));

      vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

      vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

      const __m128i vi8x01234567 = _mm_loadl_epi64((const __m128i*) i8);

      const __m128i vxi8x01234567 = _mm_cvtepi8_epi16(vi8x01234567);

      const __m128i vk8x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(int8_t)));

      const __m128i vxk8x01234567 = _mm_cvtepi8_epi16(vk8x01234567);

      i8 += 8;

      vprod01234567 = _mm_mullo_epi16(vxi8x01234567, vxk8x01234567);

      const __m128i vi9x01234567 = _mm_loadl_epi64((const __m128i*) i9);

      const __m128i vxi9x01234567 = _mm_cvtepi8_epi16(vi9x01234567);

      const __m128i vk9x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t)));

      const __m128i vxk9x01234567 = _mm_cvtepi8_epi16(vk9x01234567);

      i9 += 8;

      vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi9x01234567, vxk9x01234567));

      vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

      vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

      const __m128i vi10x01234567 = _mm_loadl_epi64((const __m128i*) i10);

      const __m128i vxi10x01234567 = _mm_cvtepi8_epi16(vi10x01234567);

      const __m128i vk10x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(int8_t)));

      const __m128i vxk10x01234567 = _mm_cvtepi8_epi16(vk10x01234567);

      i10 += 8;

      vprod01234567 = _mm_mullo_epi16(vxi10x01234567, vxk10x01234567);

      const __m128i vi11x01234567 = _mm_loadl_epi64((const __m128i*) i11);

      const __m128i vxi11x01234567 = _mm_cvtepi8_epi16(vi11x01234567);

      const __m128i vk11x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(int8_t)));

      const __m128i vxk11x01234567 = _mm_cvtepi8_epi16(vk11x01234567);

      i11 += 8;

      vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi11x01234567, vxk11x01234567));

      vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

      vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

      const __m128i vi12x01234567 = _mm_loadl_epi64((const __m128i*) i12);

      const __m128i vxi12x01234567 = _mm_cvtepi8_epi16(vi12x01234567);

      const __m128i vk12x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(int8_t)));

      const __m128i vxk12x01234567 = _mm_cvtepi8_epi16(vk12x01234567);

      i12 += 8;

      vprod01234567 = _mm_mullo_epi16(vxi12x01234567, vxk12x01234567);

      const __m128i vi13x01234567 = _mm_loadl_epi64((const __m128i*) i13);

      const __m128i vxi13x01234567 = _mm_cvtepi8_epi16(vi13x01234567);

      const __m128i vk13x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(int8_t)));

      const __m128i vxk13x01234567 = _mm_cvtepi8_epi16(vk13x01234567);

      i13 += 8;

      vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi13x01234567, vxk13x01234567));

      vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

      vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

      const __m128i vi14x01234567 = _mm_loadl_epi64((const __m128i*) i14);

      const __m128i vxi14x01234567 = _mm_cvtepi8_epi16(vi14x01234567);

      const __m128i vk14x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(int8_t)));

      const __m128i vxk14x01234567 = _mm_cvtepi8_epi16(vk14x01234567);

      i14 += 8;

      vprod01234567 = _mm_mullo_epi16(vxi14x01234567, vxk14x01234567);

      const __m128i vi15x01234567 = _mm_loadl_epi64((const __m128i*) i15);

      const __m128i vxi15x01234567 = _mm_cvtepi8_epi16(vi15x01234567);

      const __m128i vk15x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(int8_t)));

      const __m128i vxk15x01234567 = _mm_cvtepi8_epi16(vk15x01234567);

      i15 += 8;

      vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi15x01234567, vxk15x01234567));

      vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

      vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

      const __m128i vi16x01234567 = _mm_loadl_epi64((const __m128i*) i16);

      const __m128i vxi16x01234567 = _mm_cvtepi8_epi16(vi16x01234567);

      const __m128i vk16x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(int8_t)));

      const __m128i vxk16x01234567 = _mm_cvtepi8_epi16(vk16x01234567);

      i16 += 8;

      vprod01234567 = _mm_mullo_epi16(vxi16x01234567, vxk16x01234567);

      const __m128i vi17x01234567 = _mm_loadl_epi64((const __m128i*) i17);

      const __m128i vxi17x01234567 = _mm_cvtepi8_epi16(vi17x01234567);

      const __m128i vk17x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(int8_t)));

      const __m128i vxk17x01234567 = _mm_cvtepi8_epi16(vk17x01234567);

      i17 += 8;

      vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi17x01234567, vxk17x01234567));

      vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

      vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

      const __m128i vi18x01234567 = _mm_loadl_epi64((const __m128i*) i18);

      const __m128i vxi18x01234567 = _mm_cvtepi8_epi16(vi18x01234567);

      const __m128i vk18x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t)));

      const __m128i vxk18x01234567 = _mm_cvtepi8_epi16(vk18x01234567);

      i18 += 8;

      vprod01234567 = _mm_mullo_epi16(vxi18x01234567, vxk18x01234567);

      const __m128i vi19x01234567 = _mm_loadl_epi64((const __m128i*) i19);

      const __m128i vxi19x01234567 = _mm_cvtepi8_epi16(vi19x01234567);

      const __m128i vk19x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(int8_t)));

      const __m128i vxk19x01234567 = _mm_cvtepi8_epi16(vk19x01234567);

      i19 += 8;

      vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi19x01234567, vxk19x01234567));

      vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

      vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

      const __m128i vi20x01234567 = _mm_loadl_epi64((const __m128i*) i20);

      const __m128i vxi20x01234567 = _mm_cvtepi8_epi16(vi20x01234567);

      const __m128i vk20x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(int8_t)));

      const __m128i vxk20x01234567 = _mm_cvtepi8_epi16(vk20x01234567);

      i20 += 8;

      vprod01234567 = _mm_mullo_epi16(vxi20x01234567, vxk20x01234567);

      const __m128i vi21x01234567 = _mm_loadl_epi64((const __m128i*) i21);

      const __m128i vxi21x01234567 = _mm_cvtepi8_epi16(vi21x01234567);

      const __m128i vk21x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(int8_t)));

      const __m128i vxk21x01234567 = _mm_cvtepi8_epi16(vk21x01234567);

      i21 += 8;

      vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi21x01234567, vxk21x01234567));

      vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

      vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

      const __m128i vi22x01234567 = _mm_loadl_epi64((const __m128i*) i22);

      const __m128i vxi22x01234567 = _mm_cvtepi8_epi16(vi22x01234567);

      const __m128i vk22x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(int8_t)));

      const __m128i vxk22x01234567 = _mm_cvtepi8_epi16(vk22x01234567);

      i22 += 8;

      vprod01234567 = _mm_mullo_epi16(vxi22x01234567, vxk22x01234567);

      const __m128i vi23x01234567 = _mm_loadl_epi64((const __m128i*) i23);

      const __m128i vxi23x01234567 = _mm_cvtepi8_epi16(vi23x01234567);

      const __m128i vk23x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(int8_t)));

      const __m128i vxk23x01234567 = _mm_cvtepi8_epi16(vk23x01234567);

      i23 += 8;

      vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi23x01234567, vxk23x01234567));

      vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

      vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

      const __m128i vi24x01234567 = _mm_loadl_epi64((const __m128i*) i24);

      const __m128i vxi24x01234567 = _mm_cvtepi8_epi16(vi24x01234567);

      const __m128i vk24x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(int8_t)));

      const __m128i vxk24x01234567 = _mm_cvtepi8_epi16(vk24x01234567);

      i24 += 8;

      vprod01234567 = _mm_mullo_epi16(vxi24x01234567, vxk24x01234567);

      vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

      vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

      w = (const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t));

      __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123);

      __m128 vscaled4567 = _mm_cvtepi32_ps(vacc4567);

      vscaled0123 = _mm_mul_ps(vscaled0123, vscale);

      vscaled4567 = _mm_mul_ps(vscaled4567, vscale);

      vscaled0123 = _mm_min_ps(vscaled0123, voutput_max_less_zero_point);

      vscaled4567 = _mm_min_ps(vscaled4567, voutput_max_less_zero_point);

      vacc0123 = _mm_cvtps_epi32(vscaled0123);

      vacc4567 = _mm_cvtps_epi32(vscaled4567);

      __m128i vout01234567 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc4567), voutput_zero_point);

      __m128i vout0123456701234567 = _mm_packs_epi16(vout01234567, vout01234567);

      vout0123456701234567 = _mm_max_epi8(vout0123456701234567, voutput_min);

      _mm_storel_epi64((__m128i*) output, vout0123456701234567);

      output += 8;

    }

    if XNN_UNLIKELY(c != 0) {

      {

        __m128i vacc0123 = _mm_loadu_si128((const __m128i*) w);

        __m128i vacc4567 = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 4));

        const __m128i vi0x01234567 = _mm_loadl_epi64((const __m128i*) i0);

        const __m128i vxi0x01234567 = _mm_cvtepi8_epi16(vi0x01234567);

        const __m128i vk0x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(int8_t)));

        const __m128i vxk0x01234567 = _mm_cvtepi8_epi16(vk0x01234567);

        __m128i vprod01234567 = _mm_mullo_epi16(vxi0x01234567, vxk0x01234567);

        const __m128i vi1x01234567 = _mm_loadl_epi64((const __m128i*) i1);

        const __m128i vxi1x01234567 = _mm_cvtepi8_epi16(vi1x01234567);

        const __m128i vk1x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(int8_t)));

        const __m128i vxk1x01234567 = _mm_cvtepi8_epi16(vk1x01234567);

        vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi1x01234567, vxk1x01234567));

        vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

        vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

        const __m128i vi2x01234567 = _mm_loadl_epi64((const __m128i*) i2);

        const __m128i vxi2x01234567 = _mm_cvtepi8_epi16(vi2x01234567);

        const __m128i vk2x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(int8_t)));

        const __m128i vxk2x01234567 = _mm_cvtepi8_epi16(vk2x01234567);

        vprod01234567 = _mm_mullo_epi16(vxi2x01234567, vxk2x01234567);

        const __m128i vi3x01234567 = _mm_loadl_epi64((const __m128i*) i3);

        const __m128i vxi3x01234567 = _mm_cvtepi8_epi16(vi3x01234567);

        const __m128i vk3x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(int8_t)));

        const __m128i vxk3x01234567 = _mm_cvtepi8_epi16(vk3x01234567);

        vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi3x01234567, vxk3x01234567));

        vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

        vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

        const __m128i vi4x01234567 = _mm_loadl_epi64((const __m128i*) i4);

        const __m128i vxi4x01234567 = _mm_cvtepi8_epi16(vi4x01234567);

        const __m128i vk4x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(int8_t)));

        const __m128i vxk4x01234567 = _mm_cvtepi8_epi16(vk4x01234567);

        vprod01234567 = _mm_mullo_epi16(vxi4x01234567, vxk4x01234567);

        const __m128i vi5x01234567 = _mm_loadl_epi64((const __m128i*) i5);

        const __m128i vxi5x01234567 = _mm_cvtepi8_epi16(vi5x01234567);

        const __m128i vk5x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(int8_t)));

        const __m128i vxk5x01234567 = _mm_cvtepi8_epi16(vk5x01234567);

        vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi5x01234567, vxk5x01234567));

        vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

        vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

        const __m128i vi6x01234567 = _mm_loadl_epi64((const __m128i*) i6);

        const __m128i vxi6x01234567 = _mm_cvtepi8_epi16(vi6x01234567);

        const __m128i vk6x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(int8_t)));

        const __m128i vxk6x01234567 = _mm_cvtepi8_epi16(vk6x01234567);

        vprod01234567 = _mm_mullo_epi16(vxi6x01234567, vxk6x01234567);

        const __m128i vi7x01234567 = _mm_loadl_epi64((const __m128i*) i7);

        const __m128i vxi7x01234567 = _mm_cvtepi8_epi16(vi7x01234567);

        const __m128i vk7x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(int8_t)));

        const __m128i vxk7x01234567 = _mm_cvtepi8_epi16(vk7x01234567);

        vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi7x01234567, vxk7x01234567));

        vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

        vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

        const __m128i vi8x01234567 = _mm_loadl_epi64((const __m128i*) i8);

        const __m128i vxi8x01234567 = _mm_cvtepi8_epi16(vi8x01234567);

        const __m128i vk8x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(int8_t)));

        const __m128i vxk8x01234567 = _mm_cvtepi8_epi16(vk8x01234567);

        vprod01234567 = _mm_mullo_epi16(vxi8x01234567, vxk8x01234567);

        const __m128i vi9x01234567 = _mm_loadl_epi64((const __m128i*) i9);

        const __m128i vxi9x01234567 = _mm_cvtepi8_epi16(vi9x01234567);

        const __m128i vk9x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t)));

        const __m128i vxk9x01234567 = _mm_cvtepi8_epi16(vk9x01234567);

        vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi9x01234567, vxk9x01234567));

        vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

        vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

        const __m128i vi10x01234567 = _mm_loadl_epi64((const __m128i*) i10);

        const __m128i vxi10x01234567 = _mm_cvtepi8_epi16(vi10x01234567);

        const __m128i vk10x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(int8_t)));

        const __m128i vxk10x01234567 = _mm_cvtepi8_epi16(vk10x01234567);

        vprod01234567 = _mm_mullo_epi16(vxi10x01234567, vxk10x01234567);

        const __m128i vi11x01234567 = _mm_loadl_epi64((const __m128i*) i11);

        const __m128i vxi11x01234567 = _mm_cvtepi8_epi16(vi11x01234567);

        const __m128i vk11x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(int8_t)));

        const __m128i vxk11x01234567 = _mm_cvtepi8_epi16(vk11x01234567);

        vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi11x01234567, vxk11x01234567));

        vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

        vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

        const __m128i vi12x01234567 = _mm_loadl_epi64((const __m128i*) i12);

        const __m128i vxi12x01234567 = _mm_cvtepi8_epi16(vi12x01234567);

        const __m128i vk12x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(int8_t)));

        const __m128i vxk12x01234567 = _mm_cvtepi8_epi16(vk12x01234567);

        vprod01234567 = _mm_mullo_epi16(vxi12x01234567, vxk12x01234567);

        const __m128i vi13x01234567 = _mm_loadl_epi64((const __m128i*) i13);

        const __m128i vxi13x01234567 = _mm_cvtepi8_epi16(vi13x01234567);

        const __m128i vk13x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(int8_t)));

        const __m128i vxk13x01234567 = _mm_cvtepi8_epi16(vk13x01234567);

        vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi13x01234567, vxk13x01234567));

        vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

        vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

        const __m128i vi14x01234567 = _mm_loadl_epi64((const __m128i*) i14);

        const __m128i vxi14x01234567 = _mm_cvtepi8_epi16(vi14x01234567);

        const __m128i vk14x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(int8_t)));

        const __m128i vxk14x01234567 = _mm_cvtepi8_epi16(vk14x01234567);

        vprod01234567 = _mm_mullo_epi16(vxi14x01234567, vxk14x01234567);

        const __m128i vi15x01234567 = _mm_loadl_epi64((const __m128i*) i15);

        const __m128i vxi15x01234567 = _mm_cvtepi8_epi16(vi15x01234567);

        const __m128i vk15x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(int8_t)));

        const __m128i vxk15x01234567 = _mm_cvtepi8_epi16(vk15x01234567);

        vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi15x01234567, vxk15x01234567));

        vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

        vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

        const __m128i vi16x01234567 = _mm_loadl_epi64((const __m128i*) i16);

        const __m128i vxi16x01234567 = _mm_cvtepi8_epi16(vi16x01234567);

        const __m128i vk16x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(int8_t)));

        const __m128i vxk16x01234567 = _mm_cvtepi8_epi16(vk16x01234567);

        vprod01234567 = _mm_mullo_epi16(vxi16x01234567, vxk16x01234567);

        const __m128i vi17x01234567 = _mm_loadl_epi64((const __m128i*) i17);

        const __m128i vxi17x01234567 = _mm_cvtepi8_epi16(vi17x01234567);

        const __m128i vk17x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(int8_t)));

        const __m128i vxk17x01234567 = _mm_cvtepi8_epi16(vk17x01234567);

        vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi17x01234567, vxk17x01234567));

        vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

        vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

        const __m128i vi18x01234567 = _mm_loadl_epi64((const __m128i*) i18);

        const __m128i vxi18x01234567 = _mm_cvtepi8_epi16(vi18x01234567);

        const __m128i vk18x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t)));

        const __m128i vxk18x01234567 = _mm_cvtepi8_epi16(vk18x01234567);

        vprod01234567 = _mm_mullo_epi16(vxi18x01234567, vxk18x01234567);

        const __m128i vi19x01234567 = _mm_loadl_epi64((const __m128i*) i19);

        const __m128i vxi19x01234567 = _mm_cvtepi8_epi16(vi19x01234567);

        const __m128i vk19x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(int8_t)));

        const __m128i vxk19x01234567 = _mm_cvtepi8_epi16(vk19x01234567);

        vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi19x01234567, vxk19x01234567));

        vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

        vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

        const __m128i vi20x01234567 = _mm_loadl_epi64((const __m128i*) i20);

        const __m128i vxi20x01234567 = _mm_cvtepi8_epi16(vi20x01234567);

        const __m128i vk20x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(int8_t)));

        const __m128i vxk20x01234567 = _mm_cvtepi8_epi16(vk20x01234567);

        vprod01234567 = _mm_mullo_epi16(vxi20x01234567, vxk20x01234567);

        const __m128i vi21x01234567 = _mm_loadl_epi64((const __m128i*) i21);

        const __m128i vxi21x01234567 = _mm_cvtepi8_epi16(vi21x01234567);

        const __m128i vk21x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(int8_t)));

        const __m128i vxk21x01234567 = _mm_cvtepi8_epi16(vk21x01234567);

        vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi21x01234567, vxk21x01234567));

        vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

        vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

        const __m128i vi22x01234567 = _mm_loadl_epi64((const __m128i*) i22);

        const __m128i vxi22x01234567 = _mm_cvtepi8_epi16(vi22x01234567);

        const __m128i vk22x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(int8_t)));

        const __m128i vxk22x01234567 = _mm_cvtepi8_epi16(vk22x01234567);

        vprod01234567 = _mm_mullo_epi16(vxi22x01234567, vxk22x01234567);

        const __m128i vi23x01234567 = _mm_loadl_epi64((const __m128i*) i23);

        const __m128i vxi23x01234567 = _mm_cvtepi8_epi16(vi23x01234567);

        const __m128i vk23x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(int8_t)));

        const __m128i vxk23x01234567 = _mm_cvtepi8_epi16(vk23x01234567);

        vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi23x01234567, vxk23x01234567));

        vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

        vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

        const __m128i vi24x01234567 = _mm_loadl_epi64((const __m128i*) i24);

        const __m128i vxi24x01234567 = _mm_cvtepi8_epi16(vi24x01234567);

        const __m128i vk24x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(int8_t)));

        const __m128i vxk24x01234567 = _mm_cvtepi8_epi16(vk24x01234567);

        vprod01234567 = _mm_mullo_epi16(vxi24x01234567, vxk24x01234567);

        vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));

        vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));

        __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123);

        __m128 vscaled4567 = _mm_cvtepi32_ps(vacc4567);

        vscaled0123 = _mm_mul_ps(vscaled0123, vscale);

        vscaled4567 = _mm_mul_ps(vscaled4567, vscale);

        vscaled0123 = _mm_min_ps(vscaled0123, voutput_max_less_zero_point);

        vscaled4567 = _mm_min_ps(vscaled4567, voutput_max_less_zero_point);

        vacc0123 = _mm_cvtps_epi32(vscaled0123);

        vacc4567 = _mm_cvtps_epi32(vscaled4567);

        __m128i vout01234567 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc4567), voutput_zero_point);

        __m128i vout0123456701234567 = _mm_packs_epi16(vout01234567, vout01234567);

        vout0123456701234567 = _mm_max_epi8(vout0123456701234567, voutput_min);

        if (c & 4) {

          unaligned_store_u32(output, (uint32_t) _mm_cvtsi128_si32(vout0123456701234567));

          vout0123456701234567 = _mm_srli_epi64(vout0123456701234567, 32);

          output += 4;

        }

        if (c & 2) {

          unaligned_store_u16(output, (uint16_t) _mm_extract_epi16(vout0123456701234567, 0));

          vout0123456701234567 = _mm_srli_epi32(vout0123456701234567, 16);

          output += 2;

        }

        if (c & 1) {

          *output = (int8_t) _mm_extract_epi8(vout0123456701234567, 0);

          output += 1;

        }

      }

    }

    input_offset += input_pixel_stride;

    output = (int8_t*) ((uintptr_t) output + output_increment);

  } while (--output_width != 0);

}