// Auto-generated file. Do not edit!
//   Template: src/qs8-gemm/c8-neoni8mm.c.in
//   Generator: tools/xngen
//
// Copyright 2023 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/gemm.h"
#include "xnnpack/math.h"


void xnn_qd8_f32_qb4w_gemm_minmax_ukernel_6x32c8__neoni8mm(
    size_t mr,
    size_t nc,
    size_t kc,
    const int8_t* restrict a,
    size_t a_stride,
    const void* restrict w,
    float* restrict c,
    size_t cm_stride,
    size_t cn_stride,
    const struct xnn_f32_qb4w_minmax_params params[restrict XNN_MIN_ELEMENTS(1)],
    const struct xnn_qd8_quantization_params quantization_params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
  assert(mr != 0);
  assert(mr <= 6);
  assert(nc != 0);
  assert(kc != 0);
  assert(kc % sizeof(int8_t) == 0);
  assert(a != NULL);
  assert(w != NULL);
  assert(c != NULL);

  kc = round_up_po2(kc, 8 * sizeof(int8_t));
  size_t bl = params->scalar.blocksize;
  assert(bl <= kc);
  assert(bl != 0);
  assert(bl % 32 == 0);
  const int8_t* a0 = a;
  float* c0 = c;
  const int8_t* a1 = (const int8_t*) ((uintptr_t) a0 + a_stride);
  float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
  if XNN_UNPREDICTABLE(mr < 2) {
    a1 = a0;
    c1 = c0;
  }
  const int8_t* a2 = (const int8_t*) ((uintptr_t) a1 + a_stride);
  float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
  if XNN_UNPREDICTABLE(mr <= 2) {
    a2 = a1;
    c2 = c1;
  }
  const int8_t* a3 = (const int8_t*) ((uintptr_t) a2 + a_stride);
  float* c3 = (float*) ((uintptr_t) c2 + cm_stride);
  if XNN_UNPREDICTABLE(mr < 4) {
    a3 = a2;
    c3 = c2;
  }
  const int8_t* a4 = (const int8_t*) ((uintptr_t) a3 + a_stride);
  float* c4 = (float*) ((uintptr_t) c3 + cm_stride);
  if XNN_UNPREDICTABLE(mr <= 4) {
    a4 = a3;
    c4 = c3;
  }
  const int8_t* a5 = (const int8_t*) ((uintptr_t) a4 + a_stride);
  float* c5 = (float*) ((uintptr_t) c4 + cm_stride);
  if XNN_UNPREDICTABLE(mr != 6) {
    a5 = a4;
    c5 = c4;
  }
  const int8x16_t vmask = vmovq_n_s8(INT8_C(0xF0));

  // Loop over groups of 32 columns.
  do {
    // Initialize accumulators with scaled vksum. 32 scaled vksum values are loaded from the
    // weight matrix, at the start of the group of 32 columns.
    const float32x4_t vinput_zero_point01 = vcvtq_f32_s32(vld1q_s32(&quantization_params[0].zero_point));
    const float32x4_t vksum0123 = vld1q_f32(w); w = (const float*) w + 4;
    float32x4_t vout0x0123 = vmulq_lane_f32(vksum0123, vget_low_f32(vinput_zero_point01), 0);
    float32x4_t vout1x0123 = vmulq_lane_f32(vksum0123, vget_high_f32(vinput_zero_point01), 0);
    const float32x4_t vksum4567 = vld1q_f32(w); w = (const float*) w + 4;
    float32x4_t vout0x4567 = vmulq_lane_f32(vksum4567, vget_low_f32(vinput_zero_point01), 0);
    float32x4_t vout1x4567 = vmulq_lane_f32(vksum4567, vget_high_f32(vinput_zero_point01), 0);
    const float32x4_t vksum89AB = vld1q_f32(w); w = (const float*) w + 4;
    float32x4_t vout0x89AB = vmulq_lane_f32(vksum89AB, vget_low_f32(vinput_zero_point01), 0);
    float32x4_t vout1x89AB = vmulq_lane_f32(vksum89AB, vget_high_f32(vinput_zero_point01), 0);
    const float32x4_t vksumCDEF = vld1q_f32(w); w = (const float*) w + 4;
    float32x4_t vout0xCDEF = vmulq_lane_f32(vksumCDEF, vget_low_f32(vinput_zero_point01), 0);
    float32x4_t vout1xCDEF = vmulq_lane_f32(vksumCDEF, vget_high_f32(vinput_zero_point01), 0);
    const float32x4_t vksumGHIJ = vld1q_f32(w); w = (const float*) w + 4;
    float32x4_t vout0xGHIJ = vmulq_lane_f32(vksumGHIJ, vget_low_f32(vinput_zero_point01), 0);
    float32x4_t vout1xGHIJ = vmulq_lane_f32(vksumGHIJ, vget_high_f32(vinput_zero_point01), 0);
    const float32x4_t vksumKLMN = vld1q_f32(w); w = (const float*) w + 4;
    float32x4_t vout0xKLMN = vmulq_lane_f32(vksumKLMN, vget_low_f32(vinput_zero_point01), 0);
    float32x4_t vout1xKLMN = vmulq_lane_f32(vksumKLMN, vget_high_f32(vinput_zero_point01), 0);
    const float32x4_t vksumOPQR = vld1q_f32(w); w = (const float*) w + 4;
    float32x4_t vout0xOPQR = vmulq_lane_f32(vksumOPQR, vget_low_f32(vinput_zero_point01), 0);
    float32x4_t vout1xOPQR = vmulq_lane_f32(vksumOPQR, vget_high_f32(vinput_zero_point01), 0);
    const float32x4_t vksumSTUV = vld1q_f32(w); w = (const float*) w + 4;
    float32x4_t vout0xSTUV = vmulq_lane_f32(vksumSTUV, vget_low_f32(vinput_zero_point01), 0);
    float32x4_t vout1xSTUV = vmulq_lane_f32(vksumSTUV, vget_high_f32(vinput_zero_point01), 0);
    const float32x4_t vinput_zero_point23 = vcvtq_f32_s32(vld1q_s32(&quantization_params[2].zero_point));
    float32x4_t vout2x0123 = vmulq_lane_f32(vksum0123, vget_low_f32(vinput_zero_point23), 0);
    float32x4_t vout3x0123 = vmulq_lane_f32(vksum0123, vget_high_f32(vinput_zero_point23), 0);
    float32x4_t vout2x4567 = vmulq_lane_f32(vksum4567, vget_low_f32(vinput_zero_point23), 0);
    float32x4_t vout3x4567 = vmulq_lane_f32(vksum4567, vget_high_f32(vinput_zero_point23), 0);
    float32x4_t vout2x89AB = vmulq_lane_f32(vksum89AB, vget_low_f32(vinput_zero_point23), 0);
    float32x4_t vout3x89AB = vmulq_lane_f32(vksum89AB, vget_high_f32(vinput_zero_point23), 0);
    float32x4_t vout2xCDEF = vmulq_lane_f32(vksumCDEF, vget_low_f32(vinput_zero_point23), 0);
    float32x4_t vout3xCDEF = vmulq_lane_f32(vksumCDEF, vget_high_f32(vinput_zero_point23), 0);
    float32x4_t vout2xGHIJ = vmulq_lane_f32(vksumGHIJ, vget_low_f32(vinput_zero_point23), 0);
    float32x4_t vout3xGHIJ = vmulq_lane_f32(vksumGHIJ, vget_high_f32(vinput_zero_point23), 0);
    float32x4_t vout2xKLMN = vmulq_lane_f32(vksumKLMN, vget_low_f32(vinput_zero_point23), 0);
    float32x4_t vout3xKLMN = vmulq_lane_f32(vksumKLMN, vget_high_f32(vinput_zero_point23), 0);
    float32x4_t vout2xOPQR = vmulq_lane_f32(vksumOPQR, vget_low_f32(vinput_zero_point23), 0);
    float32x4_t vout3xOPQR = vmulq_lane_f32(vksumOPQR, vget_high_f32(vinput_zero_point23), 0);
    float32x4_t vout2xSTUV = vmulq_lane_f32(vksumSTUV, vget_low_f32(vinput_zero_point23), 0);
    float32x4_t vout3xSTUV = vmulq_lane_f32(vksumSTUV, vget_high_f32(vinput_zero_point23), 0);
    const float32x4_t vinput_zero_point45 = vcvtq_f32_s32(vld1q_s32(&quantization_params[4].zero_point));
    float32x4_t vout4x0123 = vmulq_lane_f32(vksum0123, vget_low_f32(vinput_zero_point45), 0);
    float32x4_t vout5x0123 = vmulq_lane_f32(vksum0123, vget_high_f32(vinput_zero_point45), 0);
    float32x4_t vout4x4567 = vmulq_lane_f32(vksum4567, vget_low_f32(vinput_zero_point45), 0);
    float32x4_t vout5x4567 = vmulq_lane_f32(vksum4567, vget_high_f32(vinput_zero_point45), 0);
    float32x4_t vout4x89AB = vmulq_lane_f32(vksum89AB, vget_low_f32(vinput_zero_point45), 0);
    float32x4_t vout5x89AB = vmulq_lane_f32(vksum89AB, vget_high_f32(vinput_zero_point45), 0);
    float32x4_t vout4xCDEF = vmulq_lane_f32(vksumCDEF, vget_low_f32(vinput_zero_point45), 0);
    float32x4_t vout5xCDEF = vmulq_lane_f32(vksumCDEF, vget_high_f32(vinput_zero_point45), 0);
    float32x4_t vout4xGHIJ = vmulq_lane_f32(vksumGHIJ, vget_low_f32(vinput_zero_point45), 0);
    float32x4_t vout5xGHIJ = vmulq_lane_f32(vksumGHIJ, vget_high_f32(vinput_zero_point45), 0);
    float32x4_t vout4xKLMN = vmulq_lane_f32(vksumKLMN, vget_low_f32(vinput_zero_point45), 0);
    float32x4_t vout5xKLMN = vmulq_lane_f32(vksumKLMN, vget_high_f32(vinput_zero_point45), 0);
    float32x4_t vout4xOPQR = vmulq_lane_f32(vksumOPQR, vget_low_f32(vinput_zero_point45), 0);
    float32x4_t vout5xOPQR = vmulq_lane_f32(vksumOPQR, vget_high_f32(vinput_zero_point45), 0);
    float32x4_t vout4xSTUV = vmulq_lane_f32(vksumSTUV, vget_low_f32(vinput_zero_point45), 0);
    float32x4_t vout5xSTUV = vmulq_lane_f32(vksumSTUV, vget_high_f32(vinput_zero_point45), 0);


    for (size_t kb=0; kb < kc; kb += bl) {
      int32x4_t vacc01x01 = vdupq_n_s32(0);
      int32x4_t vacc01x23 = vdupq_n_s32(0);
      int32x4_t vacc01x45 = vdupq_n_s32(0);
      int32x4_t vacc01x67 = vdupq_n_s32(0);
      int32x4_t vacc01x89 = vdupq_n_s32(0);
      int32x4_t vacc01xAB = vdupq_n_s32(0);
      int32x4_t vacc01xCD = vdupq_n_s32(0);
      int32x4_t vacc01xEF = vdupq_n_s32(0);
      int32x4_t vacc01xGH = vdupq_n_s32(0);
      int32x4_t vacc01xIJ = vdupq_n_s32(0);
      int32x4_t vacc01xKL = vdupq_n_s32(0);
      int32x4_t vacc01xMN = vdupq_n_s32(0);
      int32x4_t vacc01xOP = vdupq_n_s32(0);
      int32x4_t vacc01xQR = vdupq_n_s32(0);
      int32x4_t vacc01xST = vdupq_n_s32(0);
      int32x4_t vacc01xUV = vdupq_n_s32(0);
      int32x4_t vacc23x01 = vdupq_n_s32(0);
      int32x4_t vacc23x23 = vdupq_n_s32(0);
      int32x4_t vacc23x45 = vdupq_n_s32(0);
      int32x4_t vacc23x67 = vdupq_n_s32(0);
      int32x4_t vacc23x89 = vdupq_n_s32(0);
      int32x4_t vacc23xAB = vdupq_n_s32(0);
      int32x4_t vacc23xCD = vdupq_n_s32(0);
      int32x4_t vacc23xEF = vdupq_n_s32(0);
      int32x4_t vacc23xGH = vdupq_n_s32(0);
      int32x4_t vacc23xIJ = vdupq_n_s32(0);
      int32x4_t vacc23xKL = vdupq_n_s32(0);
      int32x4_t vacc23xMN = vdupq_n_s32(0);
      int32x4_t vacc23xOP = vdupq_n_s32(0);
      int32x4_t vacc23xQR = vdupq_n_s32(0);
      int32x4_t vacc23xST = vdupq_n_s32(0);
      int32x4_t vacc23xUV = vdupq_n_s32(0);
      int32x4_t vacc45x01 = vdupq_n_s32(0);
      int32x4_t vacc45x23 = vdupq_n_s32(0);
      int32x4_t vacc45x45 = vdupq_n_s32(0);
      int32x4_t vacc45x67 = vdupq_n_s32(0);
      int32x4_t vacc45x89 = vdupq_n_s32(0);
      int32x4_t vacc45xAB = vdupq_n_s32(0);
      int32x4_t vacc45xCD = vdupq_n_s32(0);
      int32x4_t vacc45xEF = vdupq_n_s32(0);
      int32x4_t vacc45xGH = vdupq_n_s32(0);
      int32x4_t vacc45xIJ = vdupq_n_s32(0);
      int32x4_t vacc45xKL = vdupq_n_s32(0);
      int32x4_t vacc45xMN = vdupq_n_s32(0);
      int32x4_t vacc45xOP = vdupq_n_s32(0);
      int32x4_t vacc45xQR = vdupq_n_s32(0);
      int32x4_t vacc45xST = vdupq_n_s32(0);
      int32x4_t vacc45xUV = vdupq_n_s32(0);

      size_t k = bl;
      // 2x partial unrolled loop to load 8 bytes at a time.

      uint64x2x2_t va01x0123456789ABCDEF;
      va01x0123456789ABCDEF.val[0] = vdupq_n_u64(0);
      va01x0123456789ABCDEF.val[1] = vdupq_n_u64(0);
      uint64x2x2_t va23x0123456789ABCDEF;
      va23x0123456789ABCDEF.val[0] = vdupq_n_u64(0);
      va23x0123456789ABCDEF.val[1] = vdupq_n_u64(0);
      uint64x2x2_t va45x0123456789ABCDEF;
      va45x0123456789ABCDEF.val[0] = vdupq_n_u64(0);
      va45x0123456789ABCDEF.val[1] = vdupq_n_u64(0);

      while (k >= 16 * sizeof(int8_t)) {
        // Load a 6x16 block of activations.
        va01x0123456789ABCDEF = vld2q_lane_u64((const void*) a0, va01x0123456789ABCDEF, 0); a0 += 16;
        va23x0123456789ABCDEF = vld2q_lane_u64((const void*) a2, va23x0123456789ABCDEF, 0); a2 += 16;
        va45x0123456789ABCDEF = vld2q_lane_u64((const void*) a4, va45x0123456789ABCDEF, 0); a4 += 16;
        va01x0123456789ABCDEF = vld2q_lane_u64((const void*) a1, va01x0123456789ABCDEF, 1); a1 += 16;
        va23x0123456789ABCDEF = vld2q_lane_u64((const void*) a3, va23x0123456789ABCDEF, 1); a3 += 16;
        va45x0123456789ABCDEF = vld2q_lane_u64((const void*) a5, va45x0123456789ABCDEF, 1); a5 += 16;

        const int8x16_t va01x01234567 = vreinterpretq_s8_u64(va01x0123456789ABCDEF.val[0]);
        const int8x16_t va01x89ABCDEF = vreinterpretq_s8_u64(va01x0123456789ABCDEF.val[1]);
        const int8x16_t va23x01234567 = vreinterpretq_s8_u64(va23x0123456789ABCDEF.val[0]);
        const int8x16_t va23x89ABCDEF = vreinterpretq_s8_u64(va23x0123456789ABCDEF.val[1]);
        const int8x16_t va45x01234567 = vreinterpretq_s8_u64(va45x0123456789ABCDEF.val[0]);
        const int8x16_t va45x89ABCDEF = vreinterpretq_s8_u64(va45x0123456789ABCDEF.val[1]);

        // Load a 16x32 block of weights.
        const int8x16_t vb01x0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vb23x0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vb45x0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vb67x0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vb89x0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbABx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbCDx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbEFx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbGHx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbIJx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbKLx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbMNx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbOPx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbQRx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbSTx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbUVx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vb01x01234567 = vshlq_n_s8(vb01x0123456789ABCDEF, 4);
        const int8x16_t vb23x01234567 = vshlq_n_s8(vb23x0123456789ABCDEF, 4);
        const int8x16_t vb45x01234567 = vshlq_n_s8(vb45x0123456789ABCDEF, 4);
        const int8x16_t vb67x01234567 = vshlq_n_s8(vb67x0123456789ABCDEF, 4);
        const int8x16_t vb89x01234567 = vshlq_n_s8(vb89x0123456789ABCDEF, 4);
        const int8x16_t vbABx01234567 = vshlq_n_s8(vbABx0123456789ABCDEF, 4);
        const int8x16_t vbCDx01234567 = vshlq_n_s8(vbCDx0123456789ABCDEF, 4);
        const int8x16_t vbEFx01234567 = vshlq_n_s8(vbEFx0123456789ABCDEF, 4);
        const int8x16_t vbGHx01234567 = vshlq_n_s8(vbGHx0123456789ABCDEF, 4);
        const int8x16_t vbIJx01234567 = vshlq_n_s8(vbIJx0123456789ABCDEF, 4);
        const int8x16_t vbKLx01234567 = vshlq_n_s8(vbKLx0123456789ABCDEF, 4);
        const int8x16_t vbMNx01234567 = vshlq_n_s8(vbMNx0123456789ABCDEF, 4);
        const int8x16_t vbOPx01234567 = vshlq_n_s8(vbOPx0123456789ABCDEF, 4);
        const int8x16_t vbQRx01234567 = vshlq_n_s8(vbQRx0123456789ABCDEF, 4);
        const int8x16_t vbSTx01234567 = vshlq_n_s8(vbSTx0123456789ABCDEF, 4);
        const int8x16_t vbUVx01234567 = vshlq_n_s8(vbUVx0123456789ABCDEF, 4);
        const int8x16_t vb01x89ABCDEF = vandq_s8(vb01x0123456789ABCDEF, vmask);
        const int8x16_t vb23x89ABCDEF = vandq_s8(vb23x0123456789ABCDEF, vmask);
        const int8x16_t vb45x89ABCDEF = vandq_s8(vb45x0123456789ABCDEF, vmask);
        const int8x16_t vb67x89ABCDEF = vandq_s8(vb67x0123456789ABCDEF, vmask);
        const int8x16_t vb89x89ABCDEF = vandq_s8(vb89x0123456789ABCDEF, vmask);
        const int8x16_t vbABx89ABCDEF = vandq_s8(vbABx0123456789ABCDEF, vmask);
        const int8x16_t vbCDx89ABCDEF = vandq_s8(vbCDx0123456789ABCDEF, vmask);
        const int8x16_t vbEFx89ABCDEF = vandq_s8(vbEFx0123456789ABCDEF, vmask);
        const int8x16_t vbGHx89ABCDEF = vandq_s8(vbGHx0123456789ABCDEF, vmask);
        const int8x16_t vbIJx89ABCDEF = vandq_s8(vbIJx0123456789ABCDEF, vmask);
        const int8x16_t vbKLx89ABCDEF = vandq_s8(vbKLx0123456789ABCDEF, vmask);
        const int8x16_t vbMNx89ABCDEF = vandq_s8(vbMNx0123456789ABCDEF, vmask);
        const int8x16_t vbOPx89ABCDEF = vandq_s8(vbOPx0123456789ABCDEF, vmask);
        const int8x16_t vbQRx89ABCDEF = vandq_s8(vbQRx0123456789ABCDEF, vmask);
        const int8x16_t vbSTx89ABCDEF = vandq_s8(vbSTx0123456789ABCDEF, vmask);
        const int8x16_t vbUVx89ABCDEF = vandq_s8(vbUVx0123456789ABCDEF, vmask);

        // Multiply-accumulate: 6x8 * 8x32 --> 6x32.
        vacc01x01 = vmmlaq_s32(vacc01x01, va01x01234567, vb01x01234567);
        vacc01x23 = vmmlaq_s32(vacc01x23, va01x01234567, vb23x01234567);
        vacc01x45 = vmmlaq_s32(vacc01x45, va01x01234567, vb45x01234567);
        vacc01x67 = vmmlaq_s32(vacc01x67, va01x01234567, vb67x01234567);
        vacc01x89 = vmmlaq_s32(vacc01x89, va01x01234567, vb89x01234567);
        vacc01xAB = vmmlaq_s32(vacc01xAB, va01x01234567, vbABx01234567);
        vacc01xCD = vmmlaq_s32(vacc01xCD, va01x01234567, vbCDx01234567);
        vacc01xEF = vmmlaq_s32(vacc01xEF, va01x01234567, vbEFx01234567);
        vacc01xGH = vmmlaq_s32(vacc01xGH, va01x01234567, vbGHx01234567);
        vacc01xIJ = vmmlaq_s32(vacc01xIJ, va01x01234567, vbIJx01234567);
        vacc01xKL = vmmlaq_s32(vacc01xKL, va01x01234567, vbKLx01234567);
        vacc01xMN = vmmlaq_s32(vacc01xMN, va01x01234567, vbMNx01234567);
        vacc01xOP = vmmlaq_s32(vacc01xOP, va01x01234567, vbOPx01234567);
        vacc01xQR = vmmlaq_s32(vacc01xQR, va01x01234567, vbQRx01234567);
        vacc01xST = vmmlaq_s32(vacc01xST, va01x01234567, vbSTx01234567);
        vacc01xUV = vmmlaq_s32(vacc01xUV, va01x01234567, vbUVx01234567);
        vacc23x01 = vmmlaq_s32(vacc23x01, va23x01234567, vb01x01234567);
        vacc23x23 = vmmlaq_s32(vacc23x23, va23x01234567, vb23x01234567);
        vacc23x45 = vmmlaq_s32(vacc23x45, va23x01234567, vb45x01234567);
        vacc23x67 = vmmlaq_s32(vacc23x67, va23x01234567, vb67x01234567);
        vacc23x89 = vmmlaq_s32(vacc23x89, va23x01234567, vb89x01234567);
        vacc23xAB = vmmlaq_s32(vacc23xAB, va23x01234567, vbABx01234567);
        vacc23xCD = vmmlaq_s32(vacc23xCD, va23x01234567, vbCDx01234567);
        vacc23xEF = vmmlaq_s32(vacc23xEF, va23x01234567, vbEFx01234567);
        vacc23xGH = vmmlaq_s32(vacc23xGH, va23x01234567, vbGHx01234567);
        vacc23xIJ = vmmlaq_s32(vacc23xIJ, va23x01234567, vbIJx01234567);
        vacc23xKL = vmmlaq_s32(vacc23xKL, va23x01234567, vbKLx01234567);
        vacc23xMN = vmmlaq_s32(vacc23xMN, va23x01234567, vbMNx01234567);
        vacc23xOP = vmmlaq_s32(vacc23xOP, va23x01234567, vbOPx01234567);
        vacc23xQR = vmmlaq_s32(vacc23xQR, va23x01234567, vbQRx01234567);
        vacc23xST = vmmlaq_s32(vacc23xST, va23x01234567, vbSTx01234567);
        vacc23xUV = vmmlaq_s32(vacc23xUV, va23x01234567, vbUVx01234567);
        vacc45x01 = vmmlaq_s32(vacc45x01, va45x01234567, vb01x01234567);
        vacc45x23 = vmmlaq_s32(vacc45x23, va45x01234567, vb23x01234567);
        vacc45x45 = vmmlaq_s32(vacc45x45, va45x01234567, vb45x01234567);
        vacc45x67 = vmmlaq_s32(vacc45x67, va45x01234567, vb67x01234567);
        vacc45x89 = vmmlaq_s32(vacc45x89, va45x01234567, vb89x01234567);
        vacc45xAB = vmmlaq_s32(vacc45xAB, va45x01234567, vbABx01234567);
        vacc45xCD = vmmlaq_s32(vacc45xCD, va45x01234567, vbCDx01234567);
        vacc45xEF = vmmlaq_s32(vacc45xEF, va45x01234567, vbEFx01234567);
        vacc45xGH = vmmlaq_s32(vacc45xGH, va45x01234567, vbGHx01234567);
        vacc45xIJ = vmmlaq_s32(vacc45xIJ, va45x01234567, vbIJx01234567);
        vacc45xKL = vmmlaq_s32(vacc45xKL, va45x01234567, vbKLx01234567);
        vacc45xMN = vmmlaq_s32(vacc45xMN, va45x01234567, vbMNx01234567);
        vacc45xOP = vmmlaq_s32(vacc45xOP, va45x01234567, vbOPx01234567);
        vacc45xQR = vmmlaq_s32(vacc45xQR, va45x01234567, vbQRx01234567);
        vacc45xST = vmmlaq_s32(vacc45xST, va45x01234567, vbSTx01234567);
        vacc45xUV = vmmlaq_s32(vacc45xUV, va45x01234567, vbUVx01234567);
        vacc01x01 = vmmlaq_s32(vacc01x01, va01x89ABCDEF, vb01x89ABCDEF);
        vacc01x23 = vmmlaq_s32(vacc01x23, va01x89ABCDEF, vb23x89ABCDEF);
        vacc01x45 = vmmlaq_s32(vacc01x45, va01x89ABCDEF, vb45x89ABCDEF);
        vacc01x67 = vmmlaq_s32(vacc01x67, va01x89ABCDEF, vb67x89ABCDEF);
        vacc01x89 = vmmlaq_s32(vacc01x89, va01x89ABCDEF, vb89x89ABCDEF);
        vacc01xAB = vmmlaq_s32(vacc01xAB, va01x89ABCDEF, vbABx89ABCDEF);
        vacc01xCD = vmmlaq_s32(vacc01xCD, va01x89ABCDEF, vbCDx89ABCDEF);
        vacc01xEF = vmmlaq_s32(vacc01xEF, va01x89ABCDEF, vbEFx89ABCDEF);
        vacc01xGH = vmmlaq_s32(vacc01xGH, va01x89ABCDEF, vbGHx89ABCDEF);
        vacc01xIJ = vmmlaq_s32(vacc01xIJ, va01x89ABCDEF, vbIJx89ABCDEF);
        vacc01xKL = vmmlaq_s32(vacc01xKL, va01x89ABCDEF, vbKLx89ABCDEF);
        vacc01xMN = vmmlaq_s32(vacc01xMN, va01x89ABCDEF, vbMNx89ABCDEF);
        vacc01xOP = vmmlaq_s32(vacc01xOP, va01x89ABCDEF, vbOPx89ABCDEF);
        vacc01xQR = vmmlaq_s32(vacc01xQR, va01x89ABCDEF, vbQRx89ABCDEF);
        vacc01xST = vmmlaq_s32(vacc01xST, va01x89ABCDEF, vbSTx89ABCDEF);
        vacc01xUV = vmmlaq_s32(vacc01xUV, va01x89ABCDEF, vbUVx89ABCDEF);
        vacc23x01 = vmmlaq_s32(vacc23x01, va23x89ABCDEF, vb01x89ABCDEF);
        vacc23x23 = vmmlaq_s32(vacc23x23, va23x89ABCDEF, vb23x89ABCDEF);
        vacc23x45 = vmmlaq_s32(vacc23x45, va23x89ABCDEF, vb45x89ABCDEF);
        vacc23x67 = vmmlaq_s32(vacc23x67, va23x89ABCDEF, vb67x89ABCDEF);
        vacc23x89 = vmmlaq_s32(vacc23x89, va23x89ABCDEF, vb89x89ABCDEF);
        vacc23xAB = vmmlaq_s32(vacc23xAB, va23x89ABCDEF, vbABx89ABCDEF);
        vacc23xCD = vmmlaq_s32(vacc23xCD, va23x89ABCDEF, vbCDx89ABCDEF);
        vacc23xEF = vmmlaq_s32(vacc23xEF, va23x89ABCDEF, vbEFx89ABCDEF);
        vacc23xGH = vmmlaq_s32(vacc23xGH, va23x89ABCDEF, vbGHx89ABCDEF);
        vacc23xIJ = vmmlaq_s32(vacc23xIJ, va23x89ABCDEF, vbIJx89ABCDEF);
        vacc23xKL = vmmlaq_s32(vacc23xKL, va23x89ABCDEF, vbKLx89ABCDEF);
        vacc23xMN = vmmlaq_s32(vacc23xMN, va23x89ABCDEF, vbMNx89ABCDEF);
        vacc23xOP = vmmlaq_s32(vacc23xOP, va23x89ABCDEF, vbOPx89ABCDEF);
        vacc23xQR = vmmlaq_s32(vacc23xQR, va23x89ABCDEF, vbQRx89ABCDEF);
        vacc23xST = vmmlaq_s32(vacc23xST, va23x89ABCDEF, vbSTx89ABCDEF);
        vacc23xUV = vmmlaq_s32(vacc23xUV, va23x89ABCDEF, vbUVx89ABCDEF);
        vacc45x01 = vmmlaq_s32(vacc45x01, va45x89ABCDEF, vb01x89ABCDEF);
        vacc45x23 = vmmlaq_s32(vacc45x23, va45x89ABCDEF, vb23x89ABCDEF);
        vacc45x45 = vmmlaq_s32(vacc45x45, va45x89ABCDEF, vb45x89ABCDEF);
        vacc45x67 = vmmlaq_s32(vacc45x67, va45x89ABCDEF, vb67x89ABCDEF);
        vacc45x89 = vmmlaq_s32(vacc45x89, va45x89ABCDEF, vb89x89ABCDEF);
        vacc45xAB = vmmlaq_s32(vacc45xAB, va45x89ABCDEF, vbABx89ABCDEF);
        vacc45xCD = vmmlaq_s32(vacc45xCD, va45x89ABCDEF, vbCDx89ABCDEF);
        vacc45xEF = vmmlaq_s32(vacc45xEF, va45x89ABCDEF, vbEFx89ABCDEF);
        vacc45xGH = vmmlaq_s32(vacc45xGH, va45x89ABCDEF, vbGHx89ABCDEF);
        vacc45xIJ = vmmlaq_s32(vacc45xIJ, va45x89ABCDEF, vbIJx89ABCDEF);
        vacc45xKL = vmmlaq_s32(vacc45xKL, va45x89ABCDEF, vbKLx89ABCDEF);
        vacc45xMN = vmmlaq_s32(vacc45xMN, va45x89ABCDEF, vbMNx89ABCDEF);
        vacc45xOP = vmmlaq_s32(vacc45xOP, va45x89ABCDEF, vbOPx89ABCDEF);
        vacc45xQR = vmmlaq_s32(vacc45xQR, va45x89ABCDEF, vbQRx89ABCDEF);
        vacc45xST = vmmlaq_s32(vacc45xST, va45x89ABCDEF, vbSTx89ABCDEF);
        vacc45xUV = vmmlaq_s32(vacc45xUV, va45x89ABCDEF, vbUVx89ABCDEF);

        k -= 16 * sizeof(int8_t);
      }
      // Handle up to 8 final positions of `k`
      if XNN_UNLIKELY(k != 0) {
        // Load a 6x8 block of activations.
        uint64x2_t va01x01234567 = vld1q_dup_u64((const void*) a0); a0 += 8;
        uint64x2_t va23x01234567 = vld1q_dup_u64((const void*) a2); a2 += 8;
        uint64x2_t va45x01234567 = vld1q_dup_u64((const void*) a4); a4 += 8;
        va01x01234567 = vld1q_lane_u64((const void*) a1, va01x01234567, 1); a1 += 8;
        va23x01234567 = vld1q_lane_u64((const void*) a3, va23x01234567, 1); a3 += 8;
        va45x01234567 = vld1q_lane_u64((const void*) a5, va45x01234567, 1); a5 += 8;

        // Load a 16x32 block of weights.
        const int8x16_t vb01x0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vb23x0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vb45x0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vb67x0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vb89x0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbABx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbCDx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbEFx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbGHx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbIJx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbKLx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbMNx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbOPx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbQRx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbSTx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vbUVx0123456789ABCDEF = vld1q_s8(w); w = (const int8_t*) w + 16;
        const int8x16_t vb01x01234567 = vshlq_n_s8(vb01x0123456789ABCDEF, 4);
        const int8x16_t vb23x01234567 = vshlq_n_s8(vb23x0123456789ABCDEF, 4);
        const int8x16_t vb45x01234567 = vshlq_n_s8(vb45x0123456789ABCDEF, 4);
        const int8x16_t vb67x01234567 = vshlq_n_s8(vb67x0123456789ABCDEF, 4);
        const int8x16_t vb89x01234567 = vshlq_n_s8(vb89x0123456789ABCDEF, 4);
        const int8x16_t vbABx01234567 = vshlq_n_s8(vbABx0123456789ABCDEF, 4);
        const int8x16_t vbCDx01234567 = vshlq_n_s8(vbCDx0123456789ABCDEF, 4);
        const int8x16_t vbEFx01234567 = vshlq_n_s8(vbEFx0123456789ABCDEF, 4);
        const int8x16_t vbGHx01234567 = vshlq_n_s8(vbGHx0123456789ABCDEF, 4);
        const int8x16_t vbIJx01234567 = vshlq_n_s8(vbIJx0123456789ABCDEF, 4);
        const int8x16_t vbKLx01234567 = vshlq_n_s8(vbKLx0123456789ABCDEF, 4);
        const int8x16_t vbMNx01234567 = vshlq_n_s8(vbMNx0123456789ABCDEF, 4);
        const int8x16_t vbOPx01234567 = vshlq_n_s8(vbOPx0123456789ABCDEF, 4);
        const int8x16_t vbQRx01234567 = vshlq_n_s8(vbQRx0123456789ABCDEF, 4);
        const int8x16_t vbSTx01234567 = vshlq_n_s8(vbSTx0123456789ABCDEF, 4);
        const int8x16_t vbUVx01234567 = vshlq_n_s8(vbUVx0123456789ABCDEF, 4);

        // Multiply-accumulate: 6x4 * 4x32 --> 6x32.
        vacc01x01 = vmmlaq_s32(vacc01x01, vreinterpretq_s8_u64(va01x01234567), vb01x01234567);
        vacc01x23 = vmmlaq_s32(vacc01x23, vreinterpretq_s8_u64(va01x01234567), vb23x01234567);
        vacc01x45 = vmmlaq_s32(vacc01x45, vreinterpretq_s8_u64(va01x01234567), vb45x01234567);
        vacc01x67 = vmmlaq_s32(vacc01x67, vreinterpretq_s8_u64(va01x01234567), vb67x01234567);
        vacc01x89 = vmmlaq_s32(vacc01x89, vreinterpretq_s8_u64(va01x01234567), vb89x01234567);
        vacc01xAB = vmmlaq_s32(vacc01xAB, vreinterpretq_s8_u64(va01x01234567), vbABx01234567);
        vacc01xCD = vmmlaq_s32(vacc01xCD, vreinterpretq_s8_u64(va01x01234567), vbCDx01234567);
        vacc01xEF = vmmlaq_s32(vacc01xEF, vreinterpretq_s8_u64(va01x01234567), vbEFx01234567);
        vacc01xGH = vmmlaq_s32(vacc01xGH, vreinterpretq_s8_u64(va01x01234567), vbGHx01234567);
        vacc01xIJ = vmmlaq_s32(vacc01xIJ, vreinterpretq_s8_u64(va01x01234567), vbIJx01234567);
        vacc01xKL = vmmlaq_s32(vacc01xKL, vreinterpretq_s8_u64(va01x01234567), vbKLx01234567);
        vacc01xMN = vmmlaq_s32(vacc01xMN, vreinterpretq_s8_u64(va01x01234567), vbMNx01234567);
        vacc01xOP = vmmlaq_s32(vacc01xOP, vreinterpretq_s8_u64(va01x01234567), vbOPx01234567);
        vacc01xQR = vmmlaq_s32(vacc01xQR, vreinterpretq_s8_u64(va01x01234567), vbQRx01234567);
        vacc01xST = vmmlaq_s32(vacc01xST, vreinterpretq_s8_u64(va01x01234567), vbSTx01234567);
        vacc01xUV = vmmlaq_s32(vacc01xUV, vreinterpretq_s8_u64(va01x01234567), vbUVx01234567);
        vacc23x01 = vmmlaq_s32(vacc23x01, vreinterpretq_s8_u64(va23x01234567), vb01x01234567);
        vacc23x23 = vmmlaq_s32(vacc23x23, vreinterpretq_s8_u64(va23x01234567), vb23x01234567);
        vacc23x45 = vmmlaq_s32(vacc23x45, vreinterpretq_s8_u64(va23x01234567), vb45x01234567);
        vacc23x67 = vmmlaq_s32(vacc23x67, vreinterpretq_s8_u64(va23x01234567), vb67x01234567);
        vacc23x89 = vmmlaq_s32(vacc23x89, vreinterpretq_s8_u64(va23x01234567), vb89x01234567);
        vacc23xAB = vmmlaq_s32(vacc23xAB, vreinterpretq_s8_u64(va23x01234567), vbABx01234567);
        vacc23xCD = vmmlaq_s32(vacc23xCD, vreinterpretq_s8_u64(va23x01234567), vbCDx01234567);
        vacc23xEF = vmmlaq_s32(vacc23xEF, vreinterpretq_s8_u64(va23x01234567), vbEFx01234567);
        vacc23xGH = vmmlaq_s32(vacc23xGH, vreinterpretq_s8_u64(va23x01234567), vbGHx01234567);
        vacc23xIJ = vmmlaq_s32(vacc23xIJ, vreinterpretq_s8_u64(va23x01234567), vbIJx01234567);
        vacc23xKL = vmmlaq_s32(vacc23xKL, vreinterpretq_s8_u64(va23x01234567), vbKLx01234567);
        vacc23xMN = vmmlaq_s32(vacc23xMN, vreinterpretq_s8_u64(va23x01234567), vbMNx01234567);
        vacc23xOP = vmmlaq_s32(vacc23xOP, vreinterpretq_s8_u64(va23x01234567), vbOPx01234567);
        vacc23xQR = vmmlaq_s32(vacc23xQR, vreinterpretq_s8_u64(va23x01234567), vbQRx01234567);
        vacc23xST = vmmlaq_s32(vacc23xST, vreinterpretq_s8_u64(va23x01234567), vbSTx01234567);
        vacc23xUV = vmmlaq_s32(vacc23xUV, vreinterpretq_s8_u64(va23x01234567), vbUVx01234567);
        vacc45x01 = vmmlaq_s32(vacc45x01, vreinterpretq_s8_u64(va45x01234567), vb01x01234567);
        vacc45x23 = vmmlaq_s32(vacc45x23, vreinterpretq_s8_u64(va45x01234567), vb23x01234567);
        vacc45x45 = vmmlaq_s32(vacc45x45, vreinterpretq_s8_u64(va45x01234567), vb45x01234567);
        vacc45x67 = vmmlaq_s32(vacc45x67, vreinterpretq_s8_u64(va45x01234567), vb67x01234567);
        vacc45x89 = vmmlaq_s32(vacc45x89, vreinterpretq_s8_u64(va45x01234567), vb89x01234567);
        vacc45xAB = vmmlaq_s32(vacc45xAB, vreinterpretq_s8_u64(va45x01234567), vbABx01234567);
        vacc45xCD = vmmlaq_s32(vacc45xCD, vreinterpretq_s8_u64(va45x01234567), vbCDx01234567);
        vacc45xEF = vmmlaq_s32(vacc45xEF, vreinterpretq_s8_u64(va45x01234567), vbEFx01234567);
        vacc45xGH = vmmlaq_s32(vacc45xGH, vreinterpretq_s8_u64(va45x01234567), vbGHx01234567);
        vacc45xIJ = vmmlaq_s32(vacc45xIJ, vreinterpretq_s8_u64(va45x01234567), vbIJx01234567);
        vacc45xKL = vmmlaq_s32(vacc45xKL, vreinterpretq_s8_u64(va45x01234567), vbKLx01234567);
        vacc45xMN = vmmlaq_s32(vacc45xMN, vreinterpretq_s8_u64(va45x01234567), vbMNx01234567);
        vacc45xOP = vmmlaq_s32(vacc45xOP, vreinterpretq_s8_u64(va45x01234567), vbOPx01234567);
        vacc45xQR = vmmlaq_s32(vacc45xQR, vreinterpretq_s8_u64(va45x01234567), vbQRx01234567);
        vacc45xST = vmmlaq_s32(vacc45xST, vreinterpretq_s8_u64(va45x01234567), vbSTx01234567);
        vacc45xUV = vmmlaq_s32(vacc45xUV, vreinterpretq_s8_u64(va45x01234567), vbUVx01234567);
      }

      int32x4_t vacc0x0123 = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc01x01), vreinterpretq_u64_s32(vacc01x23)));
      int32x4_t vacc1x0123 = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc01x01), vreinterpretq_u64_s32(vacc01x23)));
      int32x4_t vacc0x4567 = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc01x45), vreinterpretq_u64_s32(vacc01x67)));
      int32x4_t vacc1x4567 = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc01x45), vreinterpretq_u64_s32(vacc01x67)));
      int32x4_t vacc0x89AB = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc01x89), vreinterpretq_u64_s32(vacc01xAB)));
      int32x4_t vacc1x89AB = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc01x89), vreinterpretq_u64_s32(vacc01xAB)));
      int32x4_t vacc0xCDEF = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc01xCD), vreinterpretq_u64_s32(vacc01xEF)));
      int32x4_t vacc1xCDEF = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc01xCD), vreinterpretq_u64_s32(vacc01xEF)));
      int32x4_t vacc0xGHIJ = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc01xGH), vreinterpretq_u64_s32(vacc01xIJ)));
      int32x4_t vacc1xGHIJ = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc01xGH), vreinterpretq_u64_s32(vacc01xIJ)));
      int32x4_t vacc0xKLMN = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc01xKL), vreinterpretq_u64_s32(vacc01xMN)));
      int32x4_t vacc1xKLMN = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc01xKL), vreinterpretq_u64_s32(vacc01xMN)));
      int32x4_t vacc0xOPQR = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc01xOP), vreinterpretq_u64_s32(vacc01xQR)));
      int32x4_t vacc1xOPQR = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc01xOP), vreinterpretq_u64_s32(vacc01xQR)));
      int32x4_t vacc0xSTUV = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc01xST), vreinterpretq_u64_s32(vacc01xUV)));
      int32x4_t vacc1xSTUV = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc01xST), vreinterpretq_u64_s32(vacc01xUV)));
      int32x4_t vacc2x0123 = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc23x01), vreinterpretq_u64_s32(vacc23x23)));
      int32x4_t vacc3x0123 = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc23x01), vreinterpretq_u64_s32(vacc23x23)));
      int32x4_t vacc2x4567 = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc23x45), vreinterpretq_u64_s32(vacc23x67)));
      int32x4_t vacc3x4567 = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc23x45), vreinterpretq_u64_s32(vacc23x67)));
      int32x4_t vacc2x89AB = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc23x89), vreinterpretq_u64_s32(vacc23xAB)));
      int32x4_t vacc3x89AB = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc23x89), vreinterpretq_u64_s32(vacc23xAB)));
      int32x4_t vacc2xCDEF = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc23xCD), vreinterpretq_u64_s32(vacc23xEF)));
      int32x4_t vacc3xCDEF = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc23xCD), vreinterpretq_u64_s32(vacc23xEF)));
      int32x4_t vacc2xGHIJ = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc23xGH), vreinterpretq_u64_s32(vacc23xIJ)));
      int32x4_t vacc3xGHIJ = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc23xGH), vreinterpretq_u64_s32(vacc23xIJ)));
      int32x4_t vacc2xKLMN = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc23xKL), vreinterpretq_u64_s32(vacc23xMN)));
      int32x4_t vacc3xKLMN = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc23xKL), vreinterpretq_u64_s32(vacc23xMN)));
      int32x4_t vacc2xOPQR = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc23xOP), vreinterpretq_u64_s32(vacc23xQR)));
      int32x4_t vacc3xOPQR = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc23xOP), vreinterpretq_u64_s32(vacc23xQR)));
      int32x4_t vacc2xSTUV = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc23xST), vreinterpretq_u64_s32(vacc23xUV)));
      int32x4_t vacc3xSTUV = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc23xST), vreinterpretq_u64_s32(vacc23xUV)));
      int32x4_t vacc4x0123 = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc45x01), vreinterpretq_u64_s32(vacc45x23)));
      int32x4_t vacc5x0123 = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc45x01), vreinterpretq_u64_s32(vacc45x23)));
      int32x4_t vacc4x4567 = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc45x45), vreinterpretq_u64_s32(vacc45x67)));
      int32x4_t vacc5x4567 = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc45x45), vreinterpretq_u64_s32(vacc45x67)));
      int32x4_t vacc4x89AB = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc45x89), vreinterpretq_u64_s32(vacc45xAB)));
      int32x4_t vacc5x89AB = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc45x89), vreinterpretq_u64_s32(vacc45xAB)));
      int32x4_t vacc4xCDEF = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc45xCD), vreinterpretq_u64_s32(vacc45xEF)));
      int32x4_t vacc5xCDEF = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc45xCD), vreinterpretq_u64_s32(vacc45xEF)));
      int32x4_t vacc4xGHIJ = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc45xGH), vreinterpretq_u64_s32(vacc45xIJ)));
      int32x4_t vacc5xGHIJ = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc45xGH), vreinterpretq_u64_s32(vacc45xIJ)));
      int32x4_t vacc4xKLMN = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc45xKL), vreinterpretq_u64_s32(vacc45xMN)));
      int32x4_t vacc5xKLMN = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc45xKL), vreinterpretq_u64_s32(vacc45xMN)));
      int32x4_t vacc4xOPQR = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc45xOP), vreinterpretq_u64_s32(vacc45xQR)));
      int32x4_t vacc5xOPQR = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc45xOP), vreinterpretq_u64_s32(vacc45xQR)));
      int32x4_t vacc4xSTUV = vreinterpretq_s32_u64(vtrn1q_u64(vreinterpretq_u64_s32(vacc45xST), vreinterpretq_u64_s32(vacc45xUV)));
      int32x4_t vacc5xSTUV = vreinterpretq_s32_u64(vtrn2q_u64(vreinterpretq_u64_s32(vacc45xST), vreinterpretq_u64_s32(vacc45xUV)));
      const float32x4_t vfilter_output_scale0123 = vreinterpretq_f32_u32(vshll_n_u16(vld1_u16(w), 16)); w = (const uint16_t*) w + 4;
      const float32x4_t vfilter_output_scale4567 = vreinterpretq_f32_u32(vshll_n_u16(vld1_u16(w), 16)); w = (const uint16_t*) w + 4;
      const float32x4_t vfilter_output_scale89AB = vreinterpretq_f32_u32(vshll_n_u16(vld1_u16(w), 16)); w = (const uint16_t*) w + 4;
      const float32x4_t vfilter_output_scaleCDEF = vreinterpretq_f32_u32(vshll_n_u16(vld1_u16(w), 16)); w = (const uint16_t*) w + 4;
      const float32x4_t vfilter_output_scaleGHIJ = vreinterpretq_f32_u32(vshll_n_u16(vld1_u16(w), 16)); w = (const uint16_t*) w + 4;
      const float32x4_t vfilter_output_scaleKLMN = vreinterpretq_f32_u32(vshll_n_u16(vld1_u16(w), 16)); w = (const uint16_t*) w + 4;
      const float32x4_t vfilter_output_scaleOPQR = vreinterpretq_f32_u32(vshll_n_u16(vld1_u16(w), 16)); w = (const uint16_t*) w + 4;
      const float32x4_t vfilter_output_scaleSTUV = vreinterpretq_f32_u32(vshll_n_u16(vld1_u16(w), 16)); w = (const uint16_t*) w + 4;
      float32x4_t vf0x0123 = vcvtq_f32_s32(vacc0x0123);
      vout0x0123 = vfmaq_f32(vout0x0123, vf0x0123, vfilter_output_scale0123);
      float32x4_t vf0x4567 = vcvtq_f32_s32(vacc0x4567);
      vout0x4567 = vfmaq_f32(vout0x4567, vf0x4567, vfilter_output_scale4567);
      float32x4_t vf0x89AB = vcvtq_f32_s32(vacc0x89AB);
      vout0x89AB = vfmaq_f32(vout0x89AB, vf0x89AB, vfilter_output_scale89AB);
      float32x4_t vf0xCDEF = vcvtq_f32_s32(vacc0xCDEF);
      vout0xCDEF = vfmaq_f32(vout0xCDEF, vf0xCDEF, vfilter_output_scaleCDEF);
      float32x4_t vf0xGHIJ = vcvtq_f32_s32(vacc0xGHIJ);
      vout0xGHIJ = vfmaq_f32(vout0xGHIJ, vf0xGHIJ, vfilter_output_scaleGHIJ);
      float32x4_t vf0xKLMN = vcvtq_f32_s32(vacc0xKLMN);
      vout0xKLMN = vfmaq_f32(vout0xKLMN, vf0xKLMN, vfilter_output_scaleKLMN);
      float32x4_t vf0xOPQR = vcvtq_f32_s32(vacc0xOPQR);
      vout0xOPQR = vfmaq_f32(vout0xOPQR, vf0xOPQR, vfilter_output_scaleOPQR);
      float32x4_t vf0xSTUV = vcvtq_f32_s32(vacc0xSTUV);
      vout0xSTUV = vfmaq_f32(vout0xSTUV, vf0xSTUV, vfilter_output_scaleSTUV);
      float32x4_t vf1x0123 = vcvtq_f32_s32(vacc1x0123);
      vout1x0123 = vfmaq_f32(vout1x0123, vf1x0123, vfilter_output_scale0123);
      float32x4_t vf1x4567 = vcvtq_f32_s32(vacc1x4567);
      vout1x4567 = vfmaq_f32(vout1x4567, vf1x4567, vfilter_output_scale4567);
      float32x4_t vf1x89AB = vcvtq_f32_s32(vacc1x89AB);
      vout1x89AB = vfmaq_f32(vout1x89AB, vf1x89AB, vfilter_output_scale89AB);
      float32x4_t vf1xCDEF = vcvtq_f32_s32(vacc1xCDEF);
      vout1xCDEF = vfmaq_f32(vout1xCDEF, vf1xCDEF, vfilter_output_scaleCDEF);
      float32x4_t vf1xGHIJ = vcvtq_f32_s32(vacc1xGHIJ);
      vout1xGHIJ = vfmaq_f32(vout1xGHIJ, vf1xGHIJ, vfilter_output_scaleGHIJ);
      float32x4_t vf1xKLMN = vcvtq_f32_s32(vacc1xKLMN);
      vout1xKLMN = vfmaq_f32(vout1xKLMN, vf1xKLMN, vfilter_output_scaleKLMN);
      float32x4_t vf1xOPQR = vcvtq_f32_s32(vacc1xOPQR);
      vout1xOPQR = vfmaq_f32(vout1xOPQR, vf1xOPQR, vfilter_output_scaleOPQR);
      float32x4_t vf1xSTUV = vcvtq_f32_s32(vacc1xSTUV);
      vout1xSTUV = vfmaq_f32(vout1xSTUV, vf1xSTUV, vfilter_output_scaleSTUV);
      float32x4_t vf2x0123 = vcvtq_f32_s32(vacc2x0123);
      vout2x0123 = vfmaq_f32(vout2x0123, vf2x0123, vfilter_output_scale0123);
      float32x4_t vf2x4567 = vcvtq_f32_s32(vacc2x4567);
      vout2x4567 = vfmaq_f32(vout2x4567, vf2x4567, vfilter_output_scale4567);
      float32x4_t vf2x89AB = vcvtq_f32_s32(vacc2x89AB);
      vout2x89AB = vfmaq_f32(vout2x89AB, vf2x89AB, vfilter_output_scale89AB);
      float32x4_t vf2xCDEF = vcvtq_f32_s32(vacc2xCDEF);
      vout2xCDEF = vfmaq_f32(vout2xCDEF, vf2xCDEF, vfilter_output_scaleCDEF);
      float32x4_t vf2xGHIJ = vcvtq_f32_s32(vacc2xGHIJ);
      vout2xGHIJ = vfmaq_f32(vout2xGHIJ, vf2xGHIJ, vfilter_output_scaleGHIJ);
      float32x4_t vf2xKLMN = vcvtq_f32_s32(vacc2xKLMN);
      vout2xKLMN = vfmaq_f32(vout2xKLMN, vf2xKLMN, vfilter_output_scaleKLMN);
      float32x4_t vf2xOPQR = vcvtq_f32_s32(vacc2xOPQR);
      vout2xOPQR = vfmaq_f32(vout2xOPQR, vf2xOPQR, vfilter_output_scaleOPQR);
      float32x4_t vf2xSTUV = vcvtq_f32_s32(vacc2xSTUV);
      vout2xSTUV = vfmaq_f32(vout2xSTUV, vf2xSTUV, vfilter_output_scaleSTUV);
      float32x4_t vf3x0123 = vcvtq_f32_s32(vacc3x0123);
      vout3x0123 = vfmaq_f32(vout3x0123, vf3x0123, vfilter_output_scale0123);
      float32x4_t vf3x4567 = vcvtq_f32_s32(vacc3x4567);
      vout3x4567 = vfmaq_f32(vout3x4567, vf3x4567, vfilter_output_scale4567);
      float32x4_t vf3x89AB = vcvtq_f32_s32(vacc3x89AB);
      vout3x89AB = vfmaq_f32(vout3x89AB, vf3x89AB, vfilter_output_scale89AB);
      float32x4_t vf3xCDEF = vcvtq_f32_s32(vacc3xCDEF);
      vout3xCDEF = vfmaq_f32(vout3xCDEF, vf3xCDEF, vfilter_output_scaleCDEF);
      float32x4_t vf3xGHIJ = vcvtq_f32_s32(vacc3xGHIJ);
      vout3xGHIJ = vfmaq_f32(vout3xGHIJ, vf3xGHIJ, vfilter_output_scaleGHIJ);
      float32x4_t vf3xKLMN = vcvtq_f32_s32(vacc3xKLMN);
      vout3xKLMN = vfmaq_f32(vout3xKLMN, vf3xKLMN, vfilter_output_scaleKLMN);
      float32x4_t vf3xOPQR = vcvtq_f32_s32(vacc3xOPQR);
      vout3xOPQR = vfmaq_f32(vout3xOPQR, vf3xOPQR, vfilter_output_scaleOPQR);
      float32x4_t vf3xSTUV = vcvtq_f32_s32(vacc3xSTUV);
      vout3xSTUV = vfmaq_f32(vout3xSTUV, vf3xSTUV, vfilter_output_scaleSTUV);
      float32x4_t vf4x0123 = vcvtq_f32_s32(vacc4x0123);
      vout4x0123 = vfmaq_f32(vout4x0123, vf4x0123, vfilter_output_scale0123);
      float32x4_t vf4x4567 = vcvtq_f32_s32(vacc4x4567);
      vout4x4567 = vfmaq_f32(vout4x4567, vf4x4567, vfilter_output_scale4567);
      float32x4_t vf4x89AB = vcvtq_f32_s32(vacc4x89AB);
      vout4x89AB = vfmaq_f32(vout4x89AB, vf4x89AB, vfilter_output_scale89AB);
      float32x4_t vf4xCDEF = vcvtq_f32_s32(vacc4xCDEF);
      vout4xCDEF = vfmaq_f32(vout4xCDEF, vf4xCDEF, vfilter_output_scaleCDEF);
      float32x4_t vf4xGHIJ = vcvtq_f32_s32(vacc4xGHIJ);
      vout4xGHIJ = vfmaq_f32(vout4xGHIJ, vf4xGHIJ, vfilter_output_scaleGHIJ);
      float32x4_t vf4xKLMN = vcvtq_f32_s32(vacc4xKLMN);
      vout4xKLMN = vfmaq_f32(vout4xKLMN, vf4xKLMN, vfilter_output_scaleKLMN);
      float32x4_t vf4xOPQR = vcvtq_f32_s32(vacc4xOPQR);
      vout4xOPQR = vfmaq_f32(vout4xOPQR, vf4xOPQR, vfilter_output_scaleOPQR);
      float32x4_t vf4xSTUV = vcvtq_f32_s32(vacc4xSTUV);
      vout4xSTUV = vfmaq_f32(vout4xSTUV, vf4xSTUV, vfilter_output_scaleSTUV);
      float32x4_t vf5x0123 = vcvtq_f32_s32(vacc5x0123);
      vout5x0123 = vfmaq_f32(vout5x0123, vf5x0123, vfilter_output_scale0123);
      float32x4_t vf5x4567 = vcvtq_f32_s32(vacc5x4567);
      vout5x4567 = vfmaq_f32(vout5x4567, vf5x4567, vfilter_output_scale4567);
      float32x4_t vf5x89AB = vcvtq_f32_s32(vacc5x89AB);
      vout5x89AB = vfmaq_f32(vout5x89AB, vf5x89AB, vfilter_output_scale89AB);
      float32x4_t vf5xCDEF = vcvtq_f32_s32(vacc5xCDEF);
      vout5xCDEF = vfmaq_f32(vout5xCDEF, vf5xCDEF, vfilter_output_scaleCDEF);
      float32x4_t vf5xGHIJ = vcvtq_f32_s32(vacc5xGHIJ);
      vout5xGHIJ = vfmaq_f32(vout5xGHIJ, vf5xGHIJ, vfilter_output_scaleGHIJ);
      float32x4_t vf5xKLMN = vcvtq_f32_s32(vacc5xKLMN);
      vout5xKLMN = vfmaq_f32(vout5xKLMN, vf5xKLMN, vfilter_output_scaleKLMN);
      float32x4_t vf5xOPQR = vcvtq_f32_s32(vacc5xOPQR);
      vout5xOPQR = vfmaq_f32(vout5xOPQR, vf5xOPQR, vfilter_output_scaleOPQR);
      float32x4_t vf5xSTUV = vcvtq_f32_s32(vacc5xSTUV);
      vout5xSTUV = vfmaq_f32(vout5xSTUV, vf5xSTUV, vfilter_output_scaleSTUV);
    }

    const float32x4_t vinput_scale01 = vreinterpretq_f32_s32(vld1q_s32(&quantization_params[0].zero_point));
    vout0x0123 = vmulq_lane_f32(vout0x0123, vget_low_f32(vinput_scale01), 1);
    vout1x0123 = vmulq_lane_f32(vout1x0123, vget_high_f32(vinput_scale01), 1);
    vout0x4567 = vmulq_lane_f32(vout0x4567, vget_low_f32(vinput_scale01), 1);
    vout1x4567 = vmulq_lane_f32(vout1x4567, vget_high_f32(vinput_scale01), 1);
    vout0x89AB = vmulq_lane_f32(vout0x89AB, vget_low_f32(vinput_scale01), 1);
    vout1x89AB = vmulq_lane_f32(vout1x89AB, vget_high_f32(vinput_scale01), 1);
    vout0xCDEF = vmulq_lane_f32(vout0xCDEF, vget_low_f32(vinput_scale01), 1);
    vout1xCDEF = vmulq_lane_f32(vout1xCDEF, vget_high_f32(vinput_scale01), 1);
    vout0xGHIJ = vmulq_lane_f32(vout0xGHIJ, vget_low_f32(vinput_scale01), 1);
    vout1xGHIJ = vmulq_lane_f32(vout1xGHIJ, vget_high_f32(vinput_scale01), 1);
    vout0xKLMN = vmulq_lane_f32(vout0xKLMN, vget_low_f32(vinput_scale01), 1);
    vout1xKLMN = vmulq_lane_f32(vout1xKLMN, vget_high_f32(vinput_scale01), 1);
    vout0xOPQR = vmulq_lane_f32(vout0xOPQR, vget_low_f32(vinput_scale01), 1);
    vout1xOPQR = vmulq_lane_f32(vout1xOPQR, vget_high_f32(vinput_scale01), 1);
    vout0xSTUV = vmulq_lane_f32(vout0xSTUV, vget_low_f32(vinput_scale01), 1);
    vout1xSTUV = vmulq_lane_f32(vout1xSTUV, vget_high_f32(vinput_scale01), 1);
    const float32x4_t vinput_scale23 = vreinterpretq_f32_s32(vld1q_s32(&quantization_params[2].zero_point));
    vout2x0123 = vmulq_lane_f32(vout2x0123, vget_low_f32(vinput_scale23), 1);
    vout3x0123 = vmulq_lane_f32(vout3x0123, vget_high_f32(vinput_scale23), 1);
    vout2x4567 = vmulq_lane_f32(vout2x4567, vget_low_f32(vinput_scale23), 1);
    vout3x4567 = vmulq_lane_f32(vout3x4567, vget_high_f32(vinput_scale23), 1);
    vout2x89AB = vmulq_lane_f32(vout2x89AB, vget_low_f32(vinput_scale23), 1);
    vout3x89AB = vmulq_lane_f32(vout3x89AB, vget_high_f32(vinput_scale23), 1);
    vout2xCDEF = vmulq_lane_f32(vout2xCDEF, vget_low_f32(vinput_scale23), 1);
    vout3xCDEF = vmulq_lane_f32(vout3xCDEF, vget_high_f32(vinput_scale23), 1);
    vout2xGHIJ = vmulq_lane_f32(vout2xGHIJ, vget_low_f32(vinput_scale23), 1);
    vout3xGHIJ = vmulq_lane_f32(vout3xGHIJ, vget_high_f32(vinput_scale23), 1);
    vout2xKLMN = vmulq_lane_f32(vout2xKLMN, vget_low_f32(vinput_scale23), 1);
    vout3xKLMN = vmulq_lane_f32(vout3xKLMN, vget_high_f32(vinput_scale23), 1);
    vout2xOPQR = vmulq_lane_f32(vout2xOPQR, vget_low_f32(vinput_scale23), 1);
    vout3xOPQR = vmulq_lane_f32(vout3xOPQR, vget_high_f32(vinput_scale23), 1);
    vout2xSTUV = vmulq_lane_f32(vout2xSTUV, vget_low_f32(vinput_scale23), 1);
    vout3xSTUV = vmulq_lane_f32(vout3xSTUV, vget_high_f32(vinput_scale23), 1);
    const float32x4_t vinput_scale45 = vreinterpretq_f32_s32(vld1q_s32(&quantization_params[4].zero_point));
    vout4x0123 = vmulq_lane_f32(vout4x0123, vget_low_f32(vinput_scale45), 1);
    vout5x0123 = vmulq_lane_f32(vout5x0123, vget_high_f32(vinput_scale45), 1);
    vout4x4567 = vmulq_lane_f32(vout4x4567, vget_low_f32(vinput_scale45), 1);
    vout5x4567 = vmulq_lane_f32(vout5x4567, vget_high_f32(vinput_scale45), 1);
    vout4x89AB = vmulq_lane_f32(vout4x89AB, vget_low_f32(vinput_scale45), 1);
    vout5x89AB = vmulq_lane_f32(vout5x89AB, vget_high_f32(vinput_scale45), 1);
    vout4xCDEF = vmulq_lane_f32(vout4xCDEF, vget_low_f32(vinput_scale45), 1);
    vout5xCDEF = vmulq_lane_f32(vout5xCDEF, vget_high_f32(vinput_scale45), 1);
    vout4xGHIJ = vmulq_lane_f32(vout4xGHIJ, vget_low_f32(vinput_scale45), 1);
    vout5xGHIJ = vmulq_lane_f32(vout5xGHIJ, vget_high_f32(vinput_scale45), 1);
    vout4xKLMN = vmulq_lane_f32(vout4xKLMN, vget_low_f32(vinput_scale45), 1);
    vout5xKLMN = vmulq_lane_f32(vout5xKLMN, vget_high_f32(vinput_scale45), 1);
    vout4xOPQR = vmulq_lane_f32(vout4xOPQR, vget_low_f32(vinput_scale45), 1);
    vout5xOPQR = vmulq_lane_f32(vout5xOPQR, vget_high_f32(vinput_scale45), 1);
    vout4xSTUV = vmulq_lane_f32(vout4xSTUV, vget_low_f32(vinput_scale45), 1);
    vout5xSTUV = vmulq_lane_f32(vout5xSTUV, vget_high_f32(vinput_scale45), 1);


    const float32x4_t vbias0123 = vld1q_f32(w); w = (const float*) w + 4;
    vout0x0123 = vaddq_f32(vbias0123, vout0x0123);
    vout1x0123 = vaddq_f32(vbias0123, vout1x0123);
    vout2x0123 = vaddq_f32(vbias0123, vout2x0123);
    vout3x0123 = vaddq_f32(vbias0123, vout3x0123);
    vout4x0123 = vaddq_f32(vbias0123, vout4x0123);
    vout5x0123 = vaddq_f32(vbias0123, vout5x0123);
    const float32x4_t vbias4567 = vld1q_f32(w); w = (const float*) w + 4;
    vout0x4567 = vaddq_f32(vbias4567, vout0x4567);
    vout1x4567 = vaddq_f32(vbias4567, vout1x4567);
    vout2x4567 = vaddq_f32(vbias4567, vout2x4567);
    vout3x4567 = vaddq_f32(vbias4567, vout3x4567);
    vout4x4567 = vaddq_f32(vbias4567, vout4x4567);
    vout5x4567 = vaddq_f32(vbias4567, vout5x4567);
    const float32x4_t vbias89AB = vld1q_f32(w); w = (const float*) w + 4;
    vout0x89AB = vaddq_f32(vbias89AB, vout0x89AB);
    vout1x89AB = vaddq_f32(vbias89AB, vout1x89AB);
    vout2x89AB = vaddq_f32(vbias89AB, vout2x89AB);
    vout3x89AB = vaddq_f32(vbias89AB, vout3x89AB);
    vout4x89AB = vaddq_f32(vbias89AB, vout4x89AB);
    vout5x89AB = vaddq_f32(vbias89AB, vout5x89AB);
    const float32x4_t vbiasCDEF = vld1q_f32(w); w = (const float*) w + 4;
    vout0xCDEF = vaddq_f32(vbiasCDEF, vout0xCDEF);
    vout1xCDEF = vaddq_f32(vbiasCDEF, vout1xCDEF);
    vout2xCDEF = vaddq_f32(vbiasCDEF, vout2xCDEF);
    vout3xCDEF = vaddq_f32(vbiasCDEF, vout3xCDEF);
    vout4xCDEF = vaddq_f32(vbiasCDEF, vout4xCDEF);
    vout5xCDEF = vaddq_f32(vbiasCDEF, vout5xCDEF);
    const float32x4_t vbiasGHIJ = vld1q_f32(w); w = (const float*) w + 4;
    vout0xGHIJ = vaddq_f32(vbiasGHIJ, vout0xGHIJ);
    vout1xGHIJ = vaddq_f32(vbiasGHIJ, vout1xGHIJ);
    vout2xGHIJ = vaddq_f32(vbiasGHIJ, vout2xGHIJ);
    vout3xGHIJ = vaddq_f32(vbiasGHIJ, vout3xGHIJ);
    vout4xGHIJ = vaddq_f32(vbiasGHIJ, vout4xGHIJ);
    vout5xGHIJ = vaddq_f32(vbiasGHIJ, vout5xGHIJ);
    const float32x4_t vbiasKLMN = vld1q_f32(w); w = (const float*) w + 4;
    vout0xKLMN = vaddq_f32(vbiasKLMN, vout0xKLMN);
    vout1xKLMN = vaddq_f32(vbiasKLMN, vout1xKLMN);
    vout2xKLMN = vaddq_f32(vbiasKLMN, vout2xKLMN);
    vout3xKLMN = vaddq_f32(vbiasKLMN, vout3xKLMN);
    vout4xKLMN = vaddq_f32(vbiasKLMN, vout4xKLMN);
    vout5xKLMN = vaddq_f32(vbiasKLMN, vout5xKLMN);
    const float32x4_t vbiasOPQR = vld1q_f32(w); w = (const float*) w + 4;
    vout0xOPQR = vaddq_f32(vbiasOPQR, vout0xOPQR);
    vout1xOPQR = vaddq_f32(vbiasOPQR, vout1xOPQR);
    vout2xOPQR = vaddq_f32(vbiasOPQR, vout2xOPQR);
    vout3xOPQR = vaddq_f32(vbiasOPQR, vout3xOPQR);
    vout4xOPQR = vaddq_f32(vbiasOPQR, vout4xOPQR);
    vout5xOPQR = vaddq_f32(vbiasOPQR, vout5xOPQR);
    const float32x4_t vbiasSTUV = vld1q_f32(w); w = (const float*) w + 4;
    vout0xSTUV = vaddq_f32(vbiasSTUV, vout0xSTUV);
    vout1xSTUV = vaddq_f32(vbiasSTUV, vout1xSTUV);
    vout2xSTUV = vaddq_f32(vbiasSTUV, vout2xSTUV);
    vout3xSTUV = vaddq_f32(vbiasSTUV, vout3xSTUV);
    vout4xSTUV = vaddq_f32(vbiasSTUV, vout4xSTUV);
    vout5xSTUV = vaddq_f32(vbiasSTUV, vout5xSTUV);

    const float32x4_t voutput_min = vld1q_dup_f32(&params->scalar.min);
    vout0x0123 = vmaxq_f32(vout0x0123, voutput_min);
    vout0x4567 = vmaxq_f32(vout0x4567, voutput_min);
    vout0x89AB = vmaxq_f32(vout0x89AB, voutput_min);
    vout0xCDEF = vmaxq_f32(vout0xCDEF, voutput_min);
    vout0xGHIJ = vmaxq_f32(vout0xGHIJ, voutput_min);
    vout0xKLMN = vmaxq_f32(vout0xKLMN, voutput_min);
    vout0xOPQR = vmaxq_f32(vout0xOPQR, voutput_min);
    vout0xSTUV = vmaxq_f32(vout0xSTUV, voutput_min);
    vout1x0123 = vmaxq_f32(vout1x0123, voutput_min);
    vout1x4567 = vmaxq_f32(vout1x4567, voutput_min);
    vout1x89AB = vmaxq_f32(vout1x89AB, voutput_min);
    vout1xCDEF = vmaxq_f32(vout1xCDEF, voutput_min);
    vout1xGHIJ = vmaxq_f32(vout1xGHIJ, voutput_min);
    vout1xKLMN = vmaxq_f32(vout1xKLMN, voutput_min);
    vout1xOPQR = vmaxq_f32(vout1xOPQR, voutput_min);
    vout1xSTUV = vmaxq_f32(vout1xSTUV, voutput_min);
    vout2x0123 = vmaxq_f32(vout2x0123, voutput_min);
    vout2x4567 = vmaxq_f32(vout2x4567, voutput_min);
    vout2x89AB = vmaxq_f32(vout2x89AB, voutput_min);
    vout2xCDEF = vmaxq_f32(vout2xCDEF, voutput_min);
    vout2xGHIJ = vmaxq_f32(vout2xGHIJ, voutput_min);
    vout2xKLMN = vmaxq_f32(vout2xKLMN, voutput_min);
    vout2xOPQR = vmaxq_f32(vout2xOPQR, voutput_min);
    vout2xSTUV = vmaxq_f32(vout2xSTUV, voutput_min);
    vout3x0123 = vmaxq_f32(vout3x0123, voutput_min);
    vout3x4567 = vmaxq_f32(vout3x4567, voutput_min);
    vout3x89AB = vmaxq_f32(vout3x89AB, voutput_min);
    vout3xCDEF = vmaxq_f32(vout3xCDEF, voutput_min);
    vout3xGHIJ = vmaxq_f32(vout3xGHIJ, voutput_min);
    vout3xKLMN = vmaxq_f32(vout3xKLMN, voutput_min);
    vout3xOPQR = vmaxq_f32(vout3xOPQR, voutput_min);
    vout3xSTUV = vmaxq_f32(vout3xSTUV, voutput_min);
    vout4x0123 = vmaxq_f32(vout4x0123, voutput_min);
    vout4x4567 = vmaxq_f32(vout4x4567, voutput_min);
    vout4x89AB = vmaxq_f32(vout4x89AB, voutput_min);
    vout4xCDEF = vmaxq_f32(vout4xCDEF, voutput_min);
    vout4xGHIJ = vmaxq_f32(vout4xGHIJ, voutput_min);
    vout4xKLMN = vmaxq_f32(vout4xKLMN, voutput_min);
    vout4xOPQR = vmaxq_f32(vout4xOPQR, voutput_min);
    vout4xSTUV = vmaxq_f32(vout4xSTUV, voutput_min);
    vout5x0123 = vmaxq_f32(vout5x0123, voutput_min);
    vout5x4567 = vmaxq_f32(vout5x4567, voutput_min);
    vout5x89AB = vmaxq_f32(vout5x89AB, voutput_min);
    vout5xCDEF = vmaxq_f32(vout5xCDEF, voutput_min);
    vout5xGHIJ = vmaxq_f32(vout5xGHIJ, voutput_min);
    vout5xKLMN = vmaxq_f32(vout5xKLMN, voutput_min);
    vout5xOPQR = vmaxq_f32(vout5xOPQR, voutput_min);
    vout5xSTUV = vmaxq_f32(vout5xSTUV, voutput_min);

    const float32x4_t voutput_max = vld1q_dup_f32(&params->scalar.max);
    vout0x0123 = vminq_f32(vout0x0123, voutput_max);
    vout0x4567 = vminq_f32(vout0x4567, voutput_max);
    vout0x89AB = vminq_f32(vout0x89AB, voutput_max);
    vout0xCDEF = vminq_f32(vout0xCDEF, voutput_max);
    vout0xGHIJ = vminq_f32(vout0xGHIJ, voutput_max);
    vout0xKLMN = vminq_f32(vout0xKLMN, voutput_max);
    vout0xOPQR = vminq_f32(vout0xOPQR, voutput_max);
    vout0xSTUV = vminq_f32(vout0xSTUV, voutput_max);
    vout1x0123 = vminq_f32(vout1x0123, voutput_max);
    vout1x4567 = vminq_f32(vout1x4567, voutput_max);
    vout1x89AB = vminq_f32(vout1x89AB, voutput_max);
    vout1xCDEF = vminq_f32(vout1xCDEF, voutput_max);
    vout1xGHIJ = vminq_f32(vout1xGHIJ, voutput_max);
    vout1xKLMN = vminq_f32(vout1xKLMN, voutput_max);
    vout1xOPQR = vminq_f32(vout1xOPQR, voutput_max);
    vout1xSTUV = vminq_f32(vout1xSTUV, voutput_max);
    vout2x0123 = vminq_f32(vout2x0123, voutput_max);
    vout2x4567 = vminq_f32(vout2x4567, voutput_max);
    vout2x89AB = vminq_f32(vout2x89AB, voutput_max);
    vout2xCDEF = vminq_f32(vout2xCDEF, voutput_max);
    vout2xGHIJ = vminq_f32(vout2xGHIJ, voutput_max);
    vout2xKLMN = vminq_f32(vout2xKLMN, voutput_max);
    vout2xOPQR = vminq_f32(vout2xOPQR, voutput_max);
    vout2xSTUV = vminq_f32(vout2xSTUV, voutput_max);
    vout3x0123 = vminq_f32(vout3x0123, voutput_max);
    vout3x4567 = vminq_f32(vout3x4567, voutput_max);
    vout3x89AB = vminq_f32(vout3x89AB, voutput_max);
    vout3xCDEF = vminq_f32(vout3xCDEF, voutput_max);
    vout3xGHIJ = vminq_f32(vout3xGHIJ, voutput_max);
    vout3xKLMN = vminq_f32(vout3xKLMN, voutput_max);
    vout3xOPQR = vminq_f32(vout3xOPQR, voutput_max);
    vout3xSTUV = vminq_f32(vout3xSTUV, voutput_max);
    vout4x0123 = vminq_f32(vout4x0123, voutput_max);
    vout4x4567 = vminq_f32(vout4x4567, voutput_max);
    vout4x89AB = vminq_f32(vout4x89AB, voutput_max);
    vout4xCDEF = vminq_f32(vout4xCDEF, voutput_max);
    vout4xGHIJ = vminq_f32(vout4xGHIJ, voutput_max);
    vout4xKLMN = vminq_f32(vout4xKLMN, voutput_max);
    vout4xOPQR = vminq_f32(vout4xOPQR, voutput_max);
    vout4xSTUV = vminq_f32(vout4xSTUV, voutput_max);
    vout5x0123 = vminq_f32(vout5x0123, voutput_max);
    vout5x4567 = vminq_f32(vout5x4567, voutput_max);
    vout5x89AB = vminq_f32(vout5x89AB, voutput_max);
    vout5xCDEF = vminq_f32(vout5xCDEF, voutput_max);
    vout5xGHIJ = vminq_f32(vout5xGHIJ, voutput_max);
    vout5xKLMN = vminq_f32(vout5xKLMN, voutput_max);
    vout5xOPQR = vminq_f32(vout5xOPQR, voutput_max);
    vout5xSTUV = vminq_f32(vout5xSTUV, voutput_max);

    if XNN_LIKELY(nc >= 32) {
      vst1q_f32(c0, vout0x0123);
      vst1q_f32(c0 + 4, vout0x4567);
      vst1q_f32(c0 + 8, vout0x89AB);
      vst1q_f32(c0 + 12, vout0xCDEF);
      vst1q_f32(c0 + 16, vout0xGHIJ);
      vst1q_f32(c0 + 20, vout0xKLMN);
      vst1q_f32(c0 + 24, vout0xOPQR);
      vst1q_f32(c0 + 28, vout0xSTUV);
      vst1q_f32(c1, vout1x0123);
      vst1q_f32(c1 + 4, vout1x4567);
      vst1q_f32(c1 + 8, vout1x89AB);
      vst1q_f32(c1 + 12, vout1xCDEF);
      vst1q_f32(c1 + 16, vout1xGHIJ);
      vst1q_f32(c1 + 20, vout1xKLMN);
      vst1q_f32(c1 + 24, vout1xOPQR);
      vst1q_f32(c1 + 28, vout1xSTUV);
      vst1q_f32(c2, vout2x0123);
      vst1q_f32(c2 + 4, vout2x4567);
      vst1q_f32(c2 + 8, vout2x89AB);
      vst1q_f32(c2 + 12, vout2xCDEF);
      vst1q_f32(c2 + 16, vout2xGHIJ);
      vst1q_f32(c2 + 20, vout2xKLMN);
      vst1q_f32(c2 + 24, vout2xOPQR);
      vst1q_f32(c2 + 28, vout2xSTUV);
      vst1q_f32(c3, vout3x0123);
      vst1q_f32(c3 + 4, vout3x4567);
      vst1q_f32(c3 + 8, vout3x89AB);
      vst1q_f32(c3 + 12, vout3xCDEF);
      vst1q_f32(c3 + 16, vout3xGHIJ);
      vst1q_f32(c3 + 20, vout3xKLMN);
      vst1q_f32(c3 + 24, vout3xOPQR);
      vst1q_f32(c3 + 28, vout3xSTUV);
      vst1q_f32(c4, vout4x0123);
      vst1q_f32(c4 + 4, vout4x4567);
      vst1q_f32(c4 + 8, vout4x89AB);
      vst1q_f32(c4 + 12, vout4xCDEF);
      vst1q_f32(c4 + 16, vout4xGHIJ);
      vst1q_f32(c4 + 20, vout4xKLMN);
      vst1q_f32(c4 + 24, vout4xOPQR);
      vst1q_f32(c4 + 28, vout4xSTUV);
      vst1q_f32(c5, vout5x0123);
      vst1q_f32(c5 + 4, vout5x4567);
      vst1q_f32(c5 + 8, vout5x89AB);
      vst1q_f32(c5 + 12, vout5xCDEF);
      vst1q_f32(c5 + 16, vout5xGHIJ);
      vst1q_f32(c5 + 20, vout5xKLMN);
      vst1q_f32(c5 + 24, vout5xOPQR);
      vst1q_f32(c5 + 28, vout5xSTUV);

      a0 = (const int8_t*) ((uintptr_t) a0 - kc);
      a1 = (const int8_t*) ((uintptr_t) a1 - kc);
      a2 = (const int8_t*) ((uintptr_t) a2 - kc);
      a3 = (const int8_t*) ((uintptr_t) a3 - kc);
      a4 = (const int8_t*) ((uintptr_t) a4 - kc);
      a5 = (const int8_t*) ((uintptr_t) a5 - kc);

      c0 = (float*) ((uintptr_t) c0 + cn_stride);
      c1 = (float*) ((uintptr_t) c1 + cn_stride);
      c2 = (float*) ((uintptr_t) c2 + cn_stride);
      c3 = (float*) ((uintptr_t) c3 + cn_stride);
      c4 = (float*) ((uintptr_t) c4 + cn_stride);
      c5 = (float*) ((uintptr_t) c5 + cn_stride);

      nc -= 32;
    } else {
     if (nc & 16) {
       vst1q_f32(c0, vout0x0123); c0 += 4;
       vout0x0123 = vout0xGHIJ;
       vst1q_f32(c1, vout1x0123); c1 += 4;
       vout1x0123 = vout1xGHIJ;
       vst1q_f32(c2, vout2x0123); c2 += 4;
       vout2x0123 = vout2xGHIJ;
       vst1q_f32(c3, vout3x0123); c3 += 4;
       vout3x0123 = vout3xGHIJ;
       vst1q_f32(c4, vout4x0123); c4 += 4;
       vout4x0123 = vout4xGHIJ;
       vst1q_f32(c5, vout5x0123); c5 += 4;
       vout5x0123 = vout5xGHIJ;
       vst1q_f32(c0, vout0x4567); c0 += 4;
       vout0x4567 = vout0xKLMN;
       vst1q_f32(c1, vout1x4567); c1 += 4;
       vout1x4567 = vout1xKLMN;
       vst1q_f32(c2, vout2x4567); c2 += 4;
       vout2x4567 = vout2xKLMN;
       vst1q_f32(c3, vout3x4567); c3 += 4;
       vout3x4567 = vout3xKLMN;
       vst1q_f32(c4, vout4x4567); c4 += 4;
       vout4x4567 = vout4xKLMN;
       vst1q_f32(c5, vout5x4567); c5 += 4;
       vout5x4567 = vout5xKLMN;
       vst1q_f32(c0, vout0x89AB); c0 += 4;
       vout0x89AB = vout0xOPQR;
       vst1q_f32(c1, vout1x89AB); c1 += 4;
       vout1x89AB = vout1xOPQR;
       vst1q_f32(c2, vout2x89AB); c2 += 4;
       vout2x89AB = vout2xOPQR;
       vst1q_f32(c3, vout3x89AB); c3 += 4;
       vout3x89AB = vout3xOPQR;
       vst1q_f32(c4, vout4x89AB); c4 += 4;
       vout4x89AB = vout4xOPQR;
       vst1q_f32(c5, vout5x89AB); c5 += 4;
       vout5x89AB = vout5xOPQR;
       vst1q_f32(c0, vout0xCDEF); c0 += 4;
       vout0xCDEF = vout0xSTUV;
       vst1q_f32(c1, vout1xCDEF); c1 += 4;
       vout1xCDEF = vout1xSTUV;
       vst1q_f32(c2, vout2xCDEF); c2 += 4;
       vout2xCDEF = vout2xSTUV;
       vst1q_f32(c3, vout3xCDEF); c3 += 4;
       vout3xCDEF = vout3xSTUV;
       vst1q_f32(c4, vout4xCDEF); c4 += 4;
       vout4xCDEF = vout4xSTUV;
       vst1q_f32(c5, vout5xCDEF); c5 += 4;
       vout5xCDEF = vout5xSTUV;
     }
     if (nc & 8) {
       vst1q_f32(c0, vout0x0123); c0 += 4;
       vout0x0123 = vout0x89AB;
       vst1q_f32(c1, vout1x0123); c1 += 4;
       vout1x0123 = vout1x89AB;
       vst1q_f32(c2, vout2x0123); c2 += 4;
       vout2x0123 = vout2x89AB;
       vst1q_f32(c3, vout3x0123); c3 += 4;
       vout3x0123 = vout3x89AB;
       vst1q_f32(c4, vout4x0123); c4 += 4;
       vout4x0123 = vout4x89AB;
       vst1q_f32(c5, vout5x0123); c5 += 4;
       vout5x0123 = vout5x89AB;
       vst1q_f32(c0, vout0x4567); c0 += 4;
       vout0x4567 = vout0xCDEF;
       vst1q_f32(c1, vout1x4567); c1 += 4;
       vout1x4567 = vout1xCDEF;
       vst1q_f32(c2, vout2x4567); c2 += 4;
       vout2x4567 = vout2xCDEF;
       vst1q_f32(c3, vout3x4567); c3 += 4;
       vout3x4567 = vout3xCDEF;
       vst1q_f32(c4, vout4x4567); c4 += 4;
       vout4x4567 = vout4xCDEF;
       vst1q_f32(c5, vout5x4567); c5 += 4;
       vout5x4567 = vout5xCDEF;
     }
     if (nc & 4) {
       vst1q_f32(c0, vout0x0123); c0 += 4;
       vout0x0123 = vout0x4567;
       vst1q_f32(c1, vout1x0123); c1 += 4;
       vout1x0123 = vout1x4567;
       vst1q_f32(c2, vout2x0123); c2 += 4;
       vout2x0123 = vout2x4567;
       vst1q_f32(c3, vout3x0123); c3 += 4;
       vout3x0123 = vout3x4567;
       vst1q_f32(c4, vout4x0123); c4 += 4;
       vout4x0123 = vout4x4567;
       vst1q_f32(c5, vout5x0123); c5 += 4;
       vout5x0123 = vout5x4567;
     }
     float32x2_t vout0x01 = vget_low_f32(vout0x0123);
     float32x2_t vout1x01 = vget_low_f32(vout1x0123);
     float32x2_t vout2x01 = vget_low_f32(vout2x0123);
     float32x2_t vout3x01 = vget_low_f32(vout3x0123);
     float32x2_t vout4x01 = vget_low_f32(vout4x0123);
     float32x2_t vout5x01 = vget_low_f32(vout5x0123);
     if (nc & 2) {
       vst1_f32(c0, vout0x01); c0 += 2;
       vst1_f32(c1, vout1x01); c1 += 2;
       vst1_f32(c2, vout2x01); c2 += 2;
       vst1_f32(c3, vout3x01); c3 += 2;
       vst1_f32(c4, vout4x01); c4 += 2;
       vst1_f32(c5, vout5x01); c5 += 2;
       vout0x01 = vget_high_f32(vout0x0123);
       vout1x01 = vget_high_f32(vout1x0123);
       vout2x01 = vget_high_f32(vout2x0123);
       vout3x01 = vget_high_f32(vout3x0123);
       vout4x01 = vget_high_f32(vout4x0123);
       vout5x01 = vget_high_f32(vout5x0123);
     }
     if (nc & 1) {
       vst1_lane_f32(c0, vout0x01, 0);
       vst1_lane_f32(c1, vout1x01, 0);
       vst1_lane_f32(c2, vout2x01, 0);
       vst1_lane_f32(c3, vout3x01, 0);
       vst1_lane_f32(c4, vout4x01, 0);
       vst1_lane_f32(c5, vout5x01, 0);
     }
      nc = 0;
    }
  } while (nc != 0);
}
