// Auto-generated file. Do not edit!
//   Template: src/f16-dwconv2d-chw/3x3s2p1-neonfp16arith.c.in
//   Generator: tools/xngen
//
// Copyright 2020 Google LLC
//
// This source code is licensed under the BSD-style license found in the
// LICENSE file in the root directory of this source tree.

#include <assert.h>

#include <arm_neon.h>

#include "xnnpack/dwconv.h"
#include "xnnpack/intrinsics-polyfill.h"
#include "xnnpack/math.h"


void xnn_f16_dwconv2d_chw_ukernel_3x3s2p1__neonfp16arith_4x8(
    size_t input_height,
    size_t input_width,
    const xnn_float16* input,
    const xnn_float16* weights,
    const xnn_float16* zero,
    xnn_float16* output,
    uint32_t padding_top,
    const union xnn_f16_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
  assert(input_height != 0);
  assert(input_width != 0);
  assert(input_width % sizeof(uint16_t) == 0);
  assert(padding_top <= 1);

  #if XNN_ARCH_ARM64
    const uint16x8x2_t vminmax = vld2q_dup_u16((const uint16_t*) &params->scalar.min);
    const float16x8_t vmin = vreinterpretq_f16_u16(vminmax.val[0]);
    const float16x8_t vmax = vreinterpretq_f16_u16(vminmax.val[1]);
  #else
    // vld2_dup is to work around aarch32 clang bug with vld1q_dup
    const uint16x4x2_t vminmax = vld2_dup_u16((const uint16_t*) &params->scalar.min);
    const float16x8_t vmin = vreinterpretq_f16_u16(vcombine_u16(vminmax.val[0], vminmax.val[0]));
    const float16x8_t vmax = vreinterpretq_f16_u16(vcombine_u16(vminmax.val[1], vminmax.val[1]));
  #endif

  static const int16_t mask_table[16] = {-1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0};
  const uint16x8_t vmask_even = vld1q_u16((const uint16_t*) &mask_table[8 - (((input_width & 31) + 2) >> 2)]);
  const uint16x8_t vmask_odd = vld1q_u16((const uint16_t*) &mask_table[8 - ((input_width & 31) >> 2)]);

  const uint16_t* w = (const uint16_t*) weights;
  const float16x8_t vw01234567 = vreinterpretq_f16_u16(vld1q_u16(w));
  const float16x4_t vw89 = vreinterpret_f16_u32(vld1_dup_u32((const void*) (w + 8)));

  const size_t input_decrement = round_down_po2(input_width, 8 /* SIMD output width */ * 2 /* subsampling */ * sizeof(uint16_t));
  const size_t output_width = round_down_po2((input_width + (2 /* padding */ - 3 /* kernel size */ + 2 /* subsampling */) * sizeof(uint16_t)) / 2, sizeof(uint16_t));

  const uint16_t* i0 = (const uint16_t*) ((uintptr_t) input - ((-padding_top) & input_width));
  const uint16_t* i1 = (const uint16_t*) ((uintptr_t) i0 + input_width);
  if XNN_UNPREDICTABLE(padding_top != 0) {
    i0 = (const uint16_t*) zero;
  }
  const uint16_t* i2 = (const uint16_t*) ((uintptr_t) i1 + input_width);
  const uint16_t* i3 = (const uint16_t*) ((uintptr_t) i2 + input_width);
  const uint16_t* i4 = (const uint16_t*) ((uintptr_t) i3 + input_width);
  const uint16_t* i5 = (const uint16_t*) ((uintptr_t) i4 + input_width);
  const uint16_t* i6 = (const uint16_t*) ((uintptr_t) i5 + input_width);
  const uint16_t* i7 = (const uint16_t*) ((uintptr_t) i6 + input_width);
  const uint16_t* i8 = (const uint16_t*) ((uintptr_t) i7 + input_width);

  uint16_t* o0 = (uint16_t*) output;
  uint16_t* o1 = (uint16_t*) ((uintptr_t) o0 + output_width);
  uint16_t* o2 = (uint16_t*) ((uintptr_t) o1 + output_width);
  uint16_t* o3 = (uint16_t*) ((uintptr_t) o2 + output_width);

  size_t padded_input_height = input_height + padding_top + 1 /* padding bottom */;
  size_t output_height = (padded_input_height - 3 /* kernel size */ + 2 /* subsampling */) / 2;
  do {
    if XNN_UNPREDICTABLE(padded_input_height < 4) {
      i2 = (const uint16_t*) zero;
    }
    if XNN_UNPREDICTABLE(padded_input_height < 5) {
      i3 = (const uint16_t*) zero;
      o1 = o0;
    }
    if XNN_UNPREDICTABLE(padded_input_height < 6) {
      i4 = (const uint16_t*) zero;
    }
    if XNN_UNPREDICTABLE(padded_input_height < 7) {
      i5 = (const uint16_t*) zero;
      o2 = o1;
    }
    if XNN_UNPREDICTABLE(padded_input_height < 8) {
      i6 = (const uint16_t*) zero;
    }
    if XNN_UNPREDICTABLE(padded_input_height < 9) {
      i7 = (const uint16_t*) zero;
      o3 = o2;
    }
    if XNN_UNPREDICTABLE(padded_input_height < 10) {
      i8 = (const uint16_t*) zero;
    }

    float16x8_t vi0x13579BDF = vreinterpretq_f16_u16(vmovq_n_u16(0));
    float16x8_t vi1x13579BDF = vreinterpretq_f16_u16(vmovq_n_u16(0));
    float16x8_t vi2x13579BDF = vreinterpretq_f16_u16(vmovq_n_u16(0));
    float16x8_t vi3x13579BDF = vreinterpretq_f16_u16(vmovq_n_u16(0));
    float16x8_t vi4x13579BDF = vreinterpretq_f16_u16(vmovq_n_u16(0));
    float16x8_t vi5x13579BDF = vreinterpretq_f16_u16(vmovq_n_u16(0));
    float16x8_t vi6x13579BDF = vreinterpretq_f16_u16(vmovq_n_u16(0));
    float16x8_t vi7x13579BDF = vreinterpretq_f16_u16(vmovq_n_u16(0));
    float16x8_t vi8x13579BDF = vreinterpretq_f16_u16(vmovq_n_u16(0));

    size_t w = input_width;
    for (; w >= 16 * sizeof(uint16_t); w -= 16 * sizeof(uint16_t)) {
      float16x8_t vo0p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0);
      float16x8_t vo1p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0);
      float16x8_t vo2p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0);
      float16x8_t vo3p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0);

      const uint16x8x2_t vi0xGIKMOQSUHJLNPRTV = vld2q_u16(i0); i0 += 16;
      const uint16x8x2_t vi1xGIKMOQSUHJLNPRTV = vld2q_u16(i1); i1 += 16;
      const uint16x8x2_t vi2xGIKMOQSUHJLNPRTV = vld2q_u16(i2); i2 += 16;
      const uint16x8x2_t vi3xGIKMOQSUHJLNPRTV = vld2q_u16(i3); i3 += 16;
      const uint16x8x2_t vi4xGIKMOQSUHJLNPRTV = vld2q_u16(i4); i4 += 16;
      const uint16x8x2_t vi5xGIKMOQSUHJLNPRTV = vld2q_u16(i5); i5 += 16;
      const uint16x8x2_t vi6xGIKMOQSUHJLNPRTV = vld2q_u16(i6); i6 += 16;
      const uint16x8x2_t vi7xGIKMOQSUHJLNPRTV = vld2q_u16(i7); i7 += 16;
      const uint16x8x2_t vi8xGIKMOQSUHJLNPRTV = vld2q_u16(i8); i8 += 16;

      // Center column
      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_laneq_f16(vo0p0, vreinterpretq_f16_u16(vi0xGIKMOQSUHJLNPRTV.val[0]), vw01234567, 2);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vreinterpretq_f16_u16(vi0xGIKMOQSUHJLNPRTV.val[0]), vget_low_f16(vw01234567), 2);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_laneq_f16(vo1p0, vreinterpretq_f16_u16(vi2xGIKMOQSUHJLNPRTV.val[0]), vw01234567, 2);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vreinterpretq_f16_u16(vi2xGIKMOQSUHJLNPRTV.val[0]), vget_low_f16(vw01234567), 2);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_laneq_f16(vo2p0, vreinterpretq_f16_u16(vi4xGIKMOQSUHJLNPRTV.val[0]), vw01234567, 2);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vreinterpretq_f16_u16(vi4xGIKMOQSUHJLNPRTV.val[0]), vget_low_f16(vw01234567), 2);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_laneq_f16(vo3p0, vreinterpretq_f16_u16(vi6xGIKMOQSUHJLNPRTV.val[0]), vw01234567, 2);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vreinterpretq_f16_u16(vi6xGIKMOQSUHJLNPRTV.val[0]), vget_low_f16(vw01234567), 2);
      #endif
      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_laneq_f16(vo0p0, vreinterpretq_f16_u16(vi1xGIKMOQSUHJLNPRTV.val[0]), vw01234567, 5);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vreinterpretq_f16_u16(vi1xGIKMOQSUHJLNPRTV.val[0]), vget_high_f16(vw01234567), 1);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_laneq_f16(vo1p0, vreinterpretq_f16_u16(vi3xGIKMOQSUHJLNPRTV.val[0]), vw01234567, 5);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vreinterpretq_f16_u16(vi3xGIKMOQSUHJLNPRTV.val[0]), vget_high_f16(vw01234567), 1);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_laneq_f16(vo2p0, vreinterpretq_f16_u16(vi5xGIKMOQSUHJLNPRTV.val[0]), vw01234567, 5);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vreinterpretq_f16_u16(vi5xGIKMOQSUHJLNPRTV.val[0]), vget_high_f16(vw01234567), 1);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_laneq_f16(vo3p0, vreinterpretq_f16_u16(vi7xGIKMOQSUHJLNPRTV.val[0]), vw01234567, 5);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vreinterpretq_f16_u16(vi7xGIKMOQSUHJLNPRTV.val[0]), vget_high_f16(vw01234567), 1);
      #endif
      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_lane_f16(vo0p0, vreinterpretq_f16_u16(vi2xGIKMOQSUHJLNPRTV.val[0]), vw89, 0);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vreinterpretq_f16_u16(vi2xGIKMOQSUHJLNPRTV.val[0]), vw89, 0);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_lane_f16(vo1p0, vreinterpretq_f16_u16(vi4xGIKMOQSUHJLNPRTV.val[0]), vw89, 0);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vreinterpretq_f16_u16(vi4xGIKMOQSUHJLNPRTV.val[0]), vw89, 0);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_lane_f16(vo2p0, vreinterpretq_f16_u16(vi6xGIKMOQSUHJLNPRTV.val[0]), vw89, 0);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vreinterpretq_f16_u16(vi6xGIKMOQSUHJLNPRTV.val[0]), vw89, 0);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_lane_f16(vo3p0, vreinterpretq_f16_u16(vi8xGIKMOQSUHJLNPRTV.val[0]), vw89, 0);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vreinterpretq_f16_u16(vi8xGIKMOQSUHJLNPRTV.val[0]), vw89, 0);
      #endif
      // Left column
      const float16x8_t vi0xFHJLNPRT = vextq_f16(vi0x13579BDF, vreinterpretq_f16_u16(vi0xGIKMOQSUHJLNPRTV.val[1]), 7);
      vi0x13579BDF = vreinterpretq_f16_u16(vi0xGIKMOQSUHJLNPRTV.val[1]);
      const float16x8_t vi1xFHJLNPRT = vextq_f16(vi1x13579BDF, vreinterpretq_f16_u16(vi1xGIKMOQSUHJLNPRTV.val[1]), 7);
      vi1x13579BDF = vreinterpretq_f16_u16(vi1xGIKMOQSUHJLNPRTV.val[1]);
      const float16x8_t vi2xFHJLNPRT = vextq_f16(vi2x13579BDF, vreinterpretq_f16_u16(vi2xGIKMOQSUHJLNPRTV.val[1]), 7);
      vi2x13579BDF = vreinterpretq_f16_u16(vi2xGIKMOQSUHJLNPRTV.val[1]);
      const float16x8_t vi3xFHJLNPRT = vextq_f16(vi3x13579BDF, vreinterpretq_f16_u16(vi3xGIKMOQSUHJLNPRTV.val[1]), 7);
      vi3x13579BDF = vreinterpretq_f16_u16(vi3xGIKMOQSUHJLNPRTV.val[1]);
      const float16x8_t vi4xFHJLNPRT = vextq_f16(vi4x13579BDF, vreinterpretq_f16_u16(vi4xGIKMOQSUHJLNPRTV.val[1]), 7);
      vi4x13579BDF = vreinterpretq_f16_u16(vi4xGIKMOQSUHJLNPRTV.val[1]);
      const float16x8_t vi5xFHJLNPRT = vextq_f16(vi5x13579BDF, vreinterpretq_f16_u16(vi5xGIKMOQSUHJLNPRTV.val[1]), 7);
      vi5x13579BDF = vreinterpretq_f16_u16(vi5xGIKMOQSUHJLNPRTV.val[1]);
      const float16x8_t vi6xFHJLNPRT = vextq_f16(vi6x13579BDF, vreinterpretq_f16_u16(vi6xGIKMOQSUHJLNPRTV.val[1]), 7);
      vi6x13579BDF = vreinterpretq_f16_u16(vi6xGIKMOQSUHJLNPRTV.val[1]);
      const float16x8_t vi7xFHJLNPRT = vextq_f16(vi7x13579BDF, vreinterpretq_f16_u16(vi7xGIKMOQSUHJLNPRTV.val[1]), 7);
      vi7x13579BDF = vreinterpretq_f16_u16(vi7xGIKMOQSUHJLNPRTV.val[1]);
      const float16x8_t vi8xFHJLNPRT = vextq_f16(vi8x13579BDF, vreinterpretq_f16_u16(vi8xGIKMOQSUHJLNPRTV.val[1]), 7);
      vi8x13579BDF = vreinterpretq_f16_u16(vi8xGIKMOQSUHJLNPRTV.val[1]);

      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_laneq_f16(vo0p0, vi0xFHJLNPRT, vw01234567, 1);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vi0xFHJLNPRT, vget_low_f16(vw01234567), 1);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_laneq_f16(vo1p0, vi2xFHJLNPRT, vw01234567, 1);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vi2xFHJLNPRT, vget_low_f16(vw01234567), 1);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_laneq_f16(vo2p0, vi4xFHJLNPRT, vw01234567, 1);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vi4xFHJLNPRT, vget_low_f16(vw01234567), 1);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_laneq_f16(vo3p0, vi6xFHJLNPRT, vw01234567, 1);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vi6xFHJLNPRT, vget_low_f16(vw01234567), 1);
      #endif
      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_laneq_f16(vo0p0, vi1xFHJLNPRT, vw01234567, 4);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vi1xFHJLNPRT, vget_high_f16(vw01234567), 0);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_laneq_f16(vo1p0, vi3xFHJLNPRT, vw01234567, 4);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vi3xFHJLNPRT, vget_high_f16(vw01234567), 0);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_laneq_f16(vo2p0, vi5xFHJLNPRT, vw01234567, 4);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vi5xFHJLNPRT, vget_high_f16(vw01234567), 0);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_laneq_f16(vo3p0, vi7xFHJLNPRT, vw01234567, 4);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vi7xFHJLNPRT, vget_high_f16(vw01234567), 0);
      #endif
      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_laneq_f16(vo0p0, vi2xFHJLNPRT, vw01234567, 7);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vi2xFHJLNPRT, vget_high_f16(vw01234567), 3);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_laneq_f16(vo1p0, vi4xFHJLNPRT, vw01234567, 7);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vi4xFHJLNPRT, vget_high_f16(vw01234567), 3);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_laneq_f16(vo2p0, vi6xFHJLNPRT, vw01234567, 7);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vi6xFHJLNPRT, vget_high_f16(vw01234567), 3);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_laneq_f16(vo3p0, vi8xFHJLNPRT, vw01234567, 7);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vi8xFHJLNPRT, vget_high_f16(vw01234567), 3);
      #endif
      // Right column
      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_laneq_f16(vo0p0, vreinterpretq_f16_u16(vi0xGIKMOQSUHJLNPRTV.val[1]), vw01234567, 3);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vreinterpretq_f16_u16(vi0xGIKMOQSUHJLNPRTV.val[1]), vget_low_f16(vw01234567), 3);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_laneq_f16(vo1p0, vreinterpretq_f16_u16(vi2xGIKMOQSUHJLNPRTV.val[1]), vw01234567, 3);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vreinterpretq_f16_u16(vi2xGIKMOQSUHJLNPRTV.val[1]), vget_low_f16(vw01234567), 3);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_laneq_f16(vo2p0, vreinterpretq_f16_u16(vi4xGIKMOQSUHJLNPRTV.val[1]), vw01234567, 3);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vreinterpretq_f16_u16(vi4xGIKMOQSUHJLNPRTV.val[1]), vget_low_f16(vw01234567), 3);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_laneq_f16(vo3p0, vreinterpretq_f16_u16(vi6xGIKMOQSUHJLNPRTV.val[1]), vw01234567, 3);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vreinterpretq_f16_u16(vi6xGIKMOQSUHJLNPRTV.val[1]), vget_low_f16(vw01234567), 3);
      #endif
      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_laneq_f16(vo0p0, vreinterpretq_f16_u16(vi1xGIKMOQSUHJLNPRTV.val[1]), vw01234567, 6);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vreinterpretq_f16_u16(vi1xGIKMOQSUHJLNPRTV.val[1]), vget_high_f16(vw01234567), 2);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_laneq_f16(vo1p0, vreinterpretq_f16_u16(vi3xGIKMOQSUHJLNPRTV.val[1]), vw01234567, 6);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vreinterpretq_f16_u16(vi3xGIKMOQSUHJLNPRTV.val[1]), vget_high_f16(vw01234567), 2);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_laneq_f16(vo2p0, vreinterpretq_f16_u16(vi5xGIKMOQSUHJLNPRTV.val[1]), vw01234567, 6);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vreinterpretq_f16_u16(vi5xGIKMOQSUHJLNPRTV.val[1]), vget_high_f16(vw01234567), 2);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_laneq_f16(vo3p0, vreinterpretq_f16_u16(vi7xGIKMOQSUHJLNPRTV.val[1]), vw01234567, 6);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vreinterpretq_f16_u16(vi7xGIKMOQSUHJLNPRTV.val[1]), vget_high_f16(vw01234567), 2);
      #endif
      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_lane_f16(vo0p0, vreinterpretq_f16_u16(vi2xGIKMOQSUHJLNPRTV.val[1]), vw89, 1);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vreinterpretq_f16_u16(vi2xGIKMOQSUHJLNPRTV.val[1]), vw89, 1);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_lane_f16(vo1p0, vreinterpretq_f16_u16(vi4xGIKMOQSUHJLNPRTV.val[1]), vw89, 1);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vreinterpretq_f16_u16(vi4xGIKMOQSUHJLNPRTV.val[1]), vw89, 1);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_lane_f16(vo2p0, vreinterpretq_f16_u16(vi6xGIKMOQSUHJLNPRTV.val[1]), vw89, 1);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vreinterpretq_f16_u16(vi6xGIKMOQSUHJLNPRTV.val[1]), vw89, 1);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_lane_f16(vo3p0, vreinterpretq_f16_u16(vi8xGIKMOQSUHJLNPRTV.val[1]), vw89, 1);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vreinterpretq_f16_u16(vi8xGIKMOQSUHJLNPRTV.val[1]), vw89, 1);
      #endif

      float16x8_t vo0 = vmaxq_f16(vo0p0, vmin);
      float16x8_t vo1 = vmaxq_f16(vo1p0, vmin);
      float16x8_t vo2 = vmaxq_f16(vo2p0, vmin);
      float16x8_t vo3 = vmaxq_f16(vo3p0, vmin);

      vo0 = vminq_f16(vo0, vmax);
      vo1 = vminq_f16(vo1, vmax);
      vo2 = vminq_f16(vo2, vmax);
      vo3 = vminq_f16(vo3, vmax);

      vst1q_u16(o3, vreinterpretq_u16_f16(vo3)); o3 += 8;
      vst1q_u16(o2, vreinterpretq_u16_f16(vo2)); o2 += 8;
      vst1q_u16(o1, vreinterpretq_u16_f16(vo1)); o1 += 8;
      vst1q_u16(o0, vreinterpretq_u16_f16(vo0)); o0 += 8;
    }

    // Last block has 0-15 pixels to process.
    assert(w < 16 * sizeof(uint16_t));
    if XNN_LIKELY(w != 0) {
      float16x8_t vo0p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0);
      float16x8_t vo1p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0);
      float16x8_t vo2p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0);
      float16x8_t vo3p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0);

      const uint16x8x2_t vi0xGIKMOQSUHJLNPRTV = vld2q_u16(i0);
      const uint16x8x2_t vi1xGIKMOQSUHJLNPRTV = vld2q_u16(i1);
      const uint16x8x2_t vi2xGIKMOQSUHJLNPRTV = vld2q_u16(i2);
      const uint16x8x2_t vi3xGIKMOQSUHJLNPRTV = vld2q_u16(i3);
      const uint16x8x2_t vi4xGIKMOQSUHJLNPRTV = vld2q_u16(i4);
      const uint16x8x2_t vi5xGIKMOQSUHJLNPRTV = vld2q_u16(i5);
      const uint16x8x2_t vi6xGIKMOQSUHJLNPRTV = vld2q_u16(i6);
      const uint16x8x2_t vi7xGIKMOQSUHJLNPRTV = vld2q_u16(i7);
      const uint16x8x2_t vi8xGIKMOQSUHJLNPRTV = vld2q_u16(i8);

      const float16x8_t vi0xGIKMOQSU = vreinterpretq_f16_u16(vandq_u16(vmask_even, vi0xGIKMOQSUHJLNPRTV.val[0]));
      const float16x8_t vi0xHJLNPRTV = vreinterpretq_f16_u16(vandq_u16(vmask_odd,  vi0xGIKMOQSUHJLNPRTV.val[1]));
      const float16x8_t vi1xGIKMOQSU = vreinterpretq_f16_u16(vandq_u16(vmask_even, vi1xGIKMOQSUHJLNPRTV.val[0]));
      const float16x8_t vi1xHJLNPRTV = vreinterpretq_f16_u16(vandq_u16(vmask_odd,  vi1xGIKMOQSUHJLNPRTV.val[1]));
      const float16x8_t vi2xGIKMOQSU = vreinterpretq_f16_u16(vandq_u16(vmask_even, vi2xGIKMOQSUHJLNPRTV.val[0]));
      const float16x8_t vi2xHJLNPRTV = vreinterpretq_f16_u16(vandq_u16(vmask_odd,  vi2xGIKMOQSUHJLNPRTV.val[1]));
      const float16x8_t vi3xGIKMOQSU = vreinterpretq_f16_u16(vandq_u16(vmask_even, vi3xGIKMOQSUHJLNPRTV.val[0]));
      const float16x8_t vi3xHJLNPRTV = vreinterpretq_f16_u16(vandq_u16(vmask_odd,  vi3xGIKMOQSUHJLNPRTV.val[1]));
      const float16x8_t vi4xGIKMOQSU = vreinterpretq_f16_u16(vandq_u16(vmask_even, vi4xGIKMOQSUHJLNPRTV.val[0]));
      const float16x8_t vi4xHJLNPRTV = vreinterpretq_f16_u16(vandq_u16(vmask_odd,  vi4xGIKMOQSUHJLNPRTV.val[1]));
      const float16x8_t vi5xGIKMOQSU = vreinterpretq_f16_u16(vandq_u16(vmask_even, vi5xGIKMOQSUHJLNPRTV.val[0]));
      const float16x8_t vi5xHJLNPRTV = vreinterpretq_f16_u16(vandq_u16(vmask_odd,  vi5xGIKMOQSUHJLNPRTV.val[1]));
      const float16x8_t vi6xGIKMOQSU = vreinterpretq_f16_u16(vandq_u16(vmask_even, vi6xGIKMOQSUHJLNPRTV.val[0]));
      const float16x8_t vi6xHJLNPRTV = vreinterpretq_f16_u16(vandq_u16(vmask_odd,  vi6xGIKMOQSUHJLNPRTV.val[1]));
      const float16x8_t vi7xGIKMOQSU = vreinterpretq_f16_u16(vandq_u16(vmask_even, vi7xGIKMOQSUHJLNPRTV.val[0]));
      const float16x8_t vi7xHJLNPRTV = vreinterpretq_f16_u16(vandq_u16(vmask_odd,  vi7xGIKMOQSUHJLNPRTV.val[1]));
      const float16x8_t vi8xGIKMOQSU = vreinterpretq_f16_u16(vandq_u16(vmask_even, vi8xGIKMOQSUHJLNPRTV.val[0]));
      const float16x8_t vi8xHJLNPRTV = vreinterpretq_f16_u16(vandq_u16(vmask_odd,  vi8xGIKMOQSUHJLNPRTV.val[1]));

      // Center column
      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_laneq_f16(vo0p0, vi0xGIKMOQSU, vw01234567, 2);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vi0xGIKMOQSU, vget_low_f16(vw01234567), 2);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_laneq_f16(vo1p0, vi2xGIKMOQSU, vw01234567, 2);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vi2xGIKMOQSU, vget_low_f16(vw01234567), 2);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_laneq_f16(vo2p0, vi4xGIKMOQSU, vw01234567, 2);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vi4xGIKMOQSU, vget_low_f16(vw01234567), 2);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_laneq_f16(vo3p0, vi6xGIKMOQSU, vw01234567, 2);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vi6xGIKMOQSU, vget_low_f16(vw01234567), 2);
      #endif
      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_laneq_f16(vo0p0, vi1xGIKMOQSU, vw01234567, 5);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vi1xGIKMOQSU, vget_high_f16(vw01234567), 1);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_laneq_f16(vo1p0, vi3xGIKMOQSU, vw01234567, 5);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vi3xGIKMOQSU, vget_high_f16(vw01234567), 1);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_laneq_f16(vo2p0, vi5xGIKMOQSU, vw01234567, 5);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vi5xGIKMOQSU, vget_high_f16(vw01234567), 1);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_laneq_f16(vo3p0, vi7xGIKMOQSU, vw01234567, 5);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vi7xGIKMOQSU, vget_high_f16(vw01234567), 1);
      #endif
      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_lane_f16(vo0p0, vi2xGIKMOQSU, vw89, 0);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vi2xGIKMOQSU, vw89, 0);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_lane_f16(vo1p0, vi4xGIKMOQSU, vw89, 0);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vi4xGIKMOQSU, vw89, 0);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_lane_f16(vo2p0, vi6xGIKMOQSU, vw89, 0);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vi6xGIKMOQSU, vw89, 0);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_lane_f16(vo3p0, vi8xGIKMOQSU, vw89, 0);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vi8xGIKMOQSU, vw89, 0);
      #endif
      // Left column
      const float16x8_t vi0xFHJLNPRT = vextq_f16(vi0x13579BDF, vi0xHJLNPRTV, 7);
      const float16x8_t vi1xFHJLNPRT = vextq_f16(vi1x13579BDF, vi1xHJLNPRTV, 7);
      const float16x8_t vi2xFHJLNPRT = vextq_f16(vi2x13579BDF, vi2xHJLNPRTV, 7);
      const float16x8_t vi3xFHJLNPRT = vextq_f16(vi3x13579BDF, vi3xHJLNPRTV, 7);
      const float16x8_t vi4xFHJLNPRT = vextq_f16(vi4x13579BDF, vi4xHJLNPRTV, 7);
      const float16x8_t vi5xFHJLNPRT = vextq_f16(vi5x13579BDF, vi5xHJLNPRTV, 7);
      const float16x8_t vi6xFHJLNPRT = vextq_f16(vi6x13579BDF, vi6xHJLNPRTV, 7);
      const float16x8_t vi7xFHJLNPRT = vextq_f16(vi7x13579BDF, vi7xHJLNPRTV, 7);
      const float16x8_t vi8xFHJLNPRT = vextq_f16(vi8x13579BDF, vi8xHJLNPRTV, 7);

      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_laneq_f16(vo0p0, vi0xFHJLNPRT, vw01234567, 1);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vi0xFHJLNPRT, vget_low_f16(vw01234567), 1);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_laneq_f16(vo1p0, vi2xFHJLNPRT, vw01234567, 1);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vi2xFHJLNPRT, vget_low_f16(vw01234567), 1);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_laneq_f16(vo2p0, vi4xFHJLNPRT, vw01234567, 1);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vi4xFHJLNPRT, vget_low_f16(vw01234567), 1);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_laneq_f16(vo3p0, vi6xFHJLNPRT, vw01234567, 1);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vi6xFHJLNPRT, vget_low_f16(vw01234567), 1);
      #endif
      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_laneq_f16(vo0p0, vi1xFHJLNPRT, vw01234567, 4);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vi1xFHJLNPRT, vget_high_f16(vw01234567), 0);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_laneq_f16(vo1p0, vi3xFHJLNPRT, vw01234567, 4);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vi3xFHJLNPRT, vget_high_f16(vw01234567), 0);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_laneq_f16(vo2p0, vi5xFHJLNPRT, vw01234567, 4);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vi5xFHJLNPRT, vget_high_f16(vw01234567), 0);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_laneq_f16(vo3p0, vi7xFHJLNPRT, vw01234567, 4);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vi7xFHJLNPRT, vget_high_f16(vw01234567), 0);
      #endif
      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_laneq_f16(vo0p0, vi2xFHJLNPRT, vw01234567, 7);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vi2xFHJLNPRT, vget_high_f16(vw01234567), 3);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_laneq_f16(vo1p0, vi4xFHJLNPRT, vw01234567, 7);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vi4xFHJLNPRT, vget_high_f16(vw01234567), 3);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_laneq_f16(vo2p0, vi6xFHJLNPRT, vw01234567, 7);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vi6xFHJLNPRT, vget_high_f16(vw01234567), 3);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_laneq_f16(vo3p0, vi8xFHJLNPRT, vw01234567, 7);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vi8xFHJLNPRT, vget_high_f16(vw01234567), 3);
      #endif
      // Right column
      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_laneq_f16(vo0p0, vi0xHJLNPRTV, vw01234567, 3);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vi0xHJLNPRTV, vget_low_f16(vw01234567), 3);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_laneq_f16(vo1p0, vi2xHJLNPRTV, vw01234567, 3);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vi2xHJLNPRTV, vget_low_f16(vw01234567), 3);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_laneq_f16(vo2p0, vi4xHJLNPRTV, vw01234567, 3);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vi4xHJLNPRTV, vget_low_f16(vw01234567), 3);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_laneq_f16(vo3p0, vi6xHJLNPRTV, vw01234567, 3);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vi6xHJLNPRTV, vget_low_f16(vw01234567), 3);
      #endif
      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_laneq_f16(vo0p0, vi1xHJLNPRTV, vw01234567, 6);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vi1xHJLNPRTV, vget_high_f16(vw01234567), 2);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_laneq_f16(vo1p0, vi3xHJLNPRTV, vw01234567, 6);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vi3xHJLNPRTV, vget_high_f16(vw01234567), 2);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_laneq_f16(vo2p0, vi5xHJLNPRTV, vw01234567, 6);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vi5xHJLNPRTV, vget_high_f16(vw01234567), 2);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_laneq_f16(vo3p0, vi7xHJLNPRTV, vw01234567, 6);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vi7xHJLNPRTV, vget_high_f16(vw01234567), 2);
      #endif
      #if XNN_ARCH_ARM64
        vo0p0 = vfmaq_lane_f16(vo0p0, vi2xHJLNPRTV, vw89, 1);
      #else
        vo0p0 = vmlaq_lane_f16(vo0p0, vi2xHJLNPRTV, vw89, 1);
      #endif
      #if XNN_ARCH_ARM64
        vo1p0 = vfmaq_lane_f16(vo1p0, vi4xHJLNPRTV, vw89, 1);
      #else
        vo1p0 = vmlaq_lane_f16(vo1p0, vi4xHJLNPRTV, vw89, 1);
      #endif
      #if XNN_ARCH_ARM64
        vo2p0 = vfmaq_lane_f16(vo2p0, vi6xHJLNPRTV, vw89, 1);
      #else
        vo2p0 = vmlaq_lane_f16(vo2p0, vi6xHJLNPRTV, vw89, 1);
      #endif
      #if XNN_ARCH_ARM64
        vo3p0 = vfmaq_lane_f16(vo3p0, vi8xHJLNPRTV, vw89, 1);
      #else
        vo3p0 = vmlaq_lane_f16(vo3p0, vi8xHJLNPRTV, vw89, 1);
      #endif

      float16x8_t vo0 = vmaxq_f16(vo0p0, vmin);
      float16x8_t vo1 = vmaxq_f16(vo1p0, vmin);
      float16x8_t vo2 = vmaxq_f16(vo2p0, vmin);
      float16x8_t vo3 = vmaxq_f16(vo3p0, vmin);

      vo0 = vminq_f16(vo0, vmax);
      vo1 = vminq_f16(vo1, vmax);
      vo2 = vminq_f16(vo2, vmax);
      vo3 = vminq_f16(vo3, vmax);

      w += 1 * sizeof(uint16_t);

      if XNN_LIKELY(w == 16 * sizeof(uint16_t)) {
        vst1q_u16(o3, vreinterpretq_u16_f16(vo3)); o3 += 8;
        vst1q_u16(o2, vreinterpretq_u16_f16(vo2)); o2 += 8;
        vst1q_u16(o1, vreinterpretq_u16_f16(vo1)); o1 += 8;
        vst1q_u16(o0, vreinterpretq_u16_f16(vo0)); o0 += 8;
      } else {
        float16x4_t vo3_lo = vget_low_f16(vo3);
        float16x4_t vo2_lo = vget_low_f16(vo2);
        float16x4_t vo1_lo = vget_low_f16(vo1);
        float16x4_t vo0_lo = vget_low_f16(vo0);

        if (w & (8 * sizeof(uint16_t))) {
         vst1_u16(o3, vreinterpret_u16_f16(vo3_lo)); o3 += 4;
         vst1_u16(o2, vreinterpret_u16_f16(vo2_lo)); o2 += 4;
         vst1_u16(o1, vreinterpret_u16_f16(vo1_lo)); o1 += 4;
         vst1_u16(o0, vreinterpret_u16_f16(vo0_lo)); o0 += 4;

          vo3_lo = vget_high_f16(vo3);
          vo2_lo = vget_high_f16(vo2);
          vo1_lo = vget_high_f16(vo1);
          vo0_lo = vget_high_f16(vo0);
        }
        if (w & (4 * sizeof(uint16_t))) {
          vst1_lane_u32((void*) o3, vreinterpret_u32_f16(vo3_lo), 0); o3 += 2;
          vst1_lane_u32((void*) o2, vreinterpret_u32_f16(vo2_lo), 0); o2 += 2;
          vst1_lane_u32((void*) o1, vreinterpret_u32_f16(vo1_lo), 0); o1 += 2;
          vst1_lane_u32((void*) o0, vreinterpret_u32_f16(vo0_lo), 0); o0 += 2;

          vo0_lo = vext_f16(vo0_lo, vo0_lo, 2);
          vo1_lo = vext_f16(vo1_lo, vo1_lo, 2);
          vo2_lo = vext_f16(vo2_lo, vo2_lo, 2);
          vo3_lo = vext_f16(vo3_lo, vo3_lo, 2);
        }
        if (w & (2 * sizeof(uint16_t))) {
          vst1_lane_u16(o3, vreinterpret_u16_f16(vo3_lo), 0); o3 += 1;
          vst1_lane_u16(o2, vreinterpret_u16_f16(vo2_lo), 0); o2 += 1;
          vst1_lane_u16(o1, vreinterpret_u16_f16(vo1_lo), 0); o1 += 1;
          vst1_lane_u16(o0, vreinterpret_u16_f16(vo0_lo), 0); o0 += 1;
        }
      }
    }

    i0 = (const uint16_t*) ((uintptr_t) i8 - input_decrement);
    i1 = (const uint16_t*) ((uintptr_t) i0 + input_width);
    i2 = (const uint16_t*) ((uintptr_t) i1 + input_width);
    i3 = (const uint16_t*) ((uintptr_t) i2 + input_width);
    i4 = (const uint16_t*) ((uintptr_t) i3 + input_width);
    i5 = (const uint16_t*) ((uintptr_t) i4 + input_width);
    i6 = (const uint16_t*) ((uintptr_t) i5 + input_width);
    i7 = (const uint16_t*) ((uintptr_t) i6 + input_width);
    i8 = (const uint16_t*) ((uintptr_t) i7 + input_width);

    o0 = o3;
    o1 = (uint16_t*) ((uintptr_t) o0 + output_width);
    o2 = (uint16_t*) ((uintptr_t) o1 + output_width);
    o3 = (uint16_t*) ((uintptr_t) o2 + output_width);

    output_height = doz(output_height, 4);
    padded_input_height = doz(padded_input_height, 8);
  } while (output_height != 0);
}
