text: /*
   * Copyright (c) Facebook, Inc. and its affiliates.
   * All rights reserved.
   *
   * 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 <qnnpack/q8gavgpool.h>
  
  
  void q8gavgpool_ukernel_mp8x7p7q__neon(
      size_t m,
      size_t n,
      const uint8_t* input,
      size_t input_stride,
      const uint8_t* zero,
      int32_t* buffer,
      uint8_t* output,
      const union qnnp_avgpool_quantization_params quantization_params[restrict static 1])
  {
    assert(m > 7);
    assert(n >= 8);
  
    const uint8_t* i0 = input;
    const uint8_t* i1 = i0 + input_stride;
    const uint8_t* i2 = i1 + input_stride;
    const uint8_t* i3 = i2 + input_stride;
    const uint8_t* i4 = i3 + input_stride;
    const uint8_t* i5 = i4 + input_stride;
    const uint8_t* i6 = i5 + input_stride;
    const size_t packed_n = (n + 7) & -8;
    const size_t input_increment = 7 * input_stride - packed_n;
    const int32x4_t vbias = vld1q_dup_s32(&quantization_params->neon.bias);
  
    /* note: goes up to 7 elements over bound */
    int32_t* acc = buffer;
    for (size_t k = 0; k < n; k += 8) {
      const uint8x8_t vi0 = vld1_u8(i0); i0 += 8;
      const uint8x8_t vi1 = vld1_u8(i1); i1 += 8;
      const uint8x8_t vi2 = vld1_u8(i2); i2 += 8;
      const uint8x8_t vi3 = vld1_u8(i3); i3 += 8;
      const uint8x8_t vi4 = vld1_u8(i4); i4 += 8;
      const uint8x8_t vi5 = vld1_u8(i5); i5 += 8;
      const uint8x8_t vi6 = vld1_u8(i6); i6 += 8;
  
      const int16x8_t vsum016 = vreinterpretq_s16_u16(vaddw_u8(vaddl_u8(vi0, vi1), vi6));
      const int16x8_t vsum23 = vreinterpretq_s16_u16(vaddl_u8(vi2, vi3));
      const int16x8_t vsum45 = vreinterpretq_s16_u16(vaddl_u8(vi4, vi5));
  
      int32x4_t vacc_lo = vaddw_s16(vbias, vget_low_s16(vsum23));
      int32x4_t vacc_hi = vaddw_s16(vbias, vget_high_s16(vsum23));
      vacc_lo = vaddw_s16(vacc_lo, vget_low_s16(vsum45));
      vacc_hi = vaddw_s16(vacc_hi, vget_high_s16(vsum45));
      vacc_lo = vaddw_s16(vacc_lo, vget_low_s16(vsum016));
      vacc_hi = vaddw_s16(vacc_hi, vget_high_s16(vsum016));
      vst1q_s32(acc, vacc_lo); acc += 4;
      vst1q_s32(acc, vacc_hi); acc += 4;
    }
    for (m -= 7; m > 7; m -= 7) {
      acc = buffer;
      i0 = (const uint8_t*) ((uintptr_t) i0 + input_increment);
      i1 = (const uint8_t*) ((uintptr_t) i1 + input_increment);
      i2 = (const uint8_t*) ((uintptr_t) i2 + input_increment);
      i3 = (const uint8_t*) ((uintptr_t) i3 + input_increment);
      i4 = (const uint8_t*) ((uintptr_t) i4 + input_increment);
      i5 = (const uint8_t*) ((uintptr_t) i5 + input_increment);
      i6 = (const uint8_t*) ((uintptr_t) i6 + input_increment);
  
      /* note: goes up to 7 elements over bound */
      for (size_t k = 0; k < n; k += 8) {
        const uint8x8_t vi0 = vld1_u8(i0); i0 += 8;
        const uint8x8_t vi1 = vld1_u8(i1); i1 += 8;
        const uint8x8_t vi2 = vld1_u8(i2); i2 += 8;
        const uint8x8_t vi3 = vld1_u8(i3); i3 += 8;
        const uint8x8_t vi4 = vld1_u8(i4); i4 += 8;
        const uint8x8_t vi5 = vld1_u8(i5); i5 += 8;
        const uint8x8_t vi6 = vld1_u8(i6); i6 += 8;
        int32x4_t vacc_lo = vld1q_s32(acc);
        int32x4_t vacc_hi = vld1q_s32(acc + 4);
  
        const int16x8_t vsum016 = vreinterpretq_s16_u16(vaddw_u8(vaddl_u8(vi0, vi1), vi6));
        const int16x8_t vsum23 = vreinterpretq_s16_u16(vaddl_u8(vi2, vi3));
        const int16x8_t vsum45 = vreinterpretq_s16_u16(vaddl_u8(vi4, vi5));
  
        vacc_lo = vaddw_s16(vacc_lo, vget_low_s16(vsum23));
        vacc_hi = vaddw_s16(vacc_hi, vget_high_s16(vsum23));
        vacc_lo = vaddw_s16(vacc_lo, vget_low_s16(vsum45));
        vacc_hi = vaddw_s16(vacc_hi, vget_high_s16(vsum45));
        vacc_lo = vaddw_s16(vacc_lo, vget_low_s16(vsum016));
        vacc_hi = vaddw_s16(vacc_hi, vget_high_s16(vsum016));
        vst1q_s32(acc, vacc_lo); acc += 4;
        vst1q_s32(acc, vacc_hi); acc += 4;
      }
    }
  
  #if defined(__aarch64__) || defined(__gptx__)
    const int32x4_t vmultiplier = vld1q_dup_s32(&quantization_params->neon.multiplier);
  #else
    const int32x2_t vmultiplier = vld1_dup_s32(&quantization_params->neon.multiplier);
  #endif
    const int64x2_t vleft_shift = vld1q_dup_s64(&quantization_params->neon.left_shift);
    const int16x8_t voutput_zero_point = vld1q_dup_s16(&quantization_params->neon.output_zero_point);
    const uint8x8_t voutput_min = vld1_dup_u8(&quantization_params->neon.output_min);
    const uint8x8_t voutput_max = vld1_dup_u8(&quantization_params->neon.output_max);
  
    i0 = (const uint8_t*) ((uintptr_t) i0 + input_increment);
    i1 = (const uint8_t*) ((uintptr_t) i1 + input_increment);
    if (m < 2) {
      i1 = zero;
    }
    i2 = (const uint8_t*) ((uintptr_t) i2 + input_increment);
    if (m <= 2) {
      i2 = zero;
    }
    i3 = (const uint8_t*) ((uintptr_t) i3 + input_increment);
    if (m < 4) {
      i3 = zero;
    }
    i4 = (const uint8_t*) ((uintptr_t) i4 + input_increment);
    if (m <= 4) {
      i4 = zero;
    }
    i5 = (const uint8_t*) ((uintptr_t) i5 + input_increment);
    if (m < 6) {
      i5 = zero;
    }
    i6 = (const uint8_t*) ((uintptr_t) i6 + input_increment);
    if (m <= 6) {
      i6 = zero;
    }
  
    acc = buffer;
    do {
      const uint8x8_t vi0 = vld1_u8(i0); i0 += 8;
      const uint8x8_t vi1 = vld1_u8(i1); i1 += 8;
      const uint8x8_t vi2 = vld1_u8(i2); i2 += 8;
      const uint8x8_t vi3 = vld1_u8(i3); i3 += 8;
      const uint8x8_t vi4 = vld1_u8(i4); i4 += 8;
      const uint8x8_t vi5 = vld1_u8(i5); i5 += 8;
      const uint8x8_t vi6 = vld1_u8(i6); i6 += 8;
      int32x4_t vacc_lo = vld1q_s32(acc); acc += 4;
      int32x4_t vacc_hi = vld1q_s32(acc); acc += 4;
  
      const int16x8_t vsum016 = vreinterpretq_s16_u16(vaddw_u8(vaddl_u8(vi0, vi1), vi6));
      const int16x8_t vsum23 = vreinterpretq_s16_u16(vaddl_u8(vi2, vi3));
      const int16x8_t vsum45 = vreinterpretq_s16_u16(vaddl_u8(vi4, vi5));
  
      vacc_lo = vaddw_s16(vacc_lo, vget_low_s16(vsum23));
      vacc_hi = vaddw_s16(vacc_hi, vget_high_s16(vsum23));
      vacc_lo = vaddw_s16(vacc_lo, vget_low_s16(vsum45));
      vacc_hi = vaddw_s16(vacc_hi, vget_high_s16(vsum45));
      vacc_lo = vaddw_s16(vacc_lo, vget_low_s16(vsum016));
      vacc_hi = vaddw_s16(vacc_hi, vget_high_s16(vsum016));
  
      const int32x4_t vneg_mask_lo = vreinterpretq_s32_u32(vcltq_s32(vacc_lo, vmovq_n_s32(0)));
      const int32x4_t vneg_mask_hi = vreinterpretq_s32_u32(vcltq_s32(vacc_hi, vmovq_n_s32(0)));
  
  #if defined(__aarch64__) || defined(__gptx__)
  
      const int64x2_t vproduct01 = vmull_s32(vget_low_s32(vacc_lo), vget_low_s32(vmultiplier));
      const int64x2_t vproduct23 = vmull_high_s32(vacc_lo, vmultiplier);
      const int64x2_t vproduct45 = vmull_s32(vget_low_s32(vacc_hi), vget_low_s32(vmultiplier));
      const int64x2_t vproduct67 = vmull_high_s32(vacc_hi, vmultiplier);
  
      const int64x2_t vadjusted_product01 = vaddw_s32(vproduct01, vget_low_s32(vneg_mask_lo));
      const int64x2_t vadjusted_product23 = vaddw_high_s32(vproduct23, vneg_mask_lo);
      const int64x2_t vadjusted_product45 = vaddw_s32(vproduct45, vget_low_s32(vneg_mask_hi));
      const int64x2_t vadjusted_product67 = vaddw_high_s32(vproduct67, vneg_mask_hi);
  #else
      const int64x2_t vproduct01 = vmull_s32(vget_low_s32(vacc_lo), vmultiplier);
      const int64x2_t vproduct23 = vmull_s32(vget_high_s32(vacc_lo), vmultiplier);
      const int64x2_t vproduct45 = vmull_s32(vget_low_s32(vacc_hi), vmultiplier);
      const int64x2_t vproduct67 = vmull_s32(vget_high_s32(vacc_hi), vmultiplier);
  
      const int64x2_t vadjusted_product01 = vaddw_s32(vproduct01, vget_low_s32(vneg_mask_lo));
      const int64x2_t vadjusted_product23 = vaddw_s32(vproduct23, vget_high_s32(vneg_mask_lo));
      const int64x2_t vadjusted_product45 = vaddw_s32(vproduct45, vget_low_s32(vneg_mask_hi));
      const int64x2_t vadjusted_product67 = vaddw_s32(vproduct67, vget_high_s32(vneg_mask_hi));
  #endif
  
      const int64x2_t vscaled_acc01 = vrshlq_s64(vadjusted_product01, vleft_shift);
      const int64x2_t vscaled_acc23 = vrshlq_s64(vadjusted_product23, vleft_shift);
      const int64x2_t vscaled_acc45 = vrshlq_s64(vadjusted_product45, vleft_shift);
      const int64x2_t vscaled_acc67 = vrshlq_s64(vadjusted_product67, vleft_shift);
  
  #if defined(__aarch64__) || defined(__gptx__)
      vacc_lo = vuzp1q_s32(vreinterpretq_s32_s64(vscaled_acc01), vreinterpretq_s32_s64(vscaled_acc23));
      vacc_hi = vuzp1q_s32(vreinterpretq_s32_s64(vscaled_acc45), vreinterpretq_s32_s64(vscaled_acc67));
  
      const int16x8_t vacc = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc_lo), vacc_hi), voutput_zero_point);
  #else
      vacc_lo = vcombine_s32(vmovn_s64(vscaled_acc01), vmovn_s64(vscaled_acc23));
      vacc_hi = vcombine_s32(vmovn_s64(vscaled_acc45), vmovn_s64(vscaled_acc67));
  
      const int16x8_t vacc = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc_lo), vqmovn_s32(vacc_hi)), voutput_zero_point);
  #endif
  
      uint8x8_t vout = vqmovun_s16(vacc);
      vout = vmax_u8(vout, voutput_min);
      vout = vmin_u8(vout, voutput_max);
  
      vst1_u8(output, vout); output += 8;
  
      n -= 8;
    } while (n >= 8);
    if (n != 0) {
      const size_t address_increment = n - 8;
      i0 = (const uint8_t*) ((uintptr_t) i0 + address_increment);
      i1 = (const uint8_t*) ((uintptr_t) i1 + address_increment);
      i2 = (const uint8_t*) ((uintptr_t) i2 + address_increment);
      i3 = (const uint8_t*) ((uintptr_t) i3 + address_increment);
      i4 = (const uint8_t*) ((uintptr_t) i4 + address_increment);
      i5 = (const uint8_t*) ((uintptr_t) i5 + address_increment);
      i6 = (const uint8_t*) ((uintptr_t) i6 + address_increment);
      const int64x1_t vshift = vmov_n_s64(8 * address_increment);
  
      const uint8x8_t vi0 = vreinterpret_u8_u64(vshl_u64(vreinterpret_u64_u8(vld1_u8(i0)), vshift));
      const uint8x8_t vi1 = vreinterpret_u8_u64(vshl_u64(vreinterpret_u64_u8(vld1_u8(i1)), vshift));
      const uint8x8_t vi2 = vreinterpret_u8_u64(vshl_u64(vreinterpret_u64_u8(vld1_u8(i2)), vshift));
      const uint8x8_t vi3 = vreinterpret_u8_u64(vshl_u64(vreinterpret_u64_u8(vld1_u8(i3)), vshift));
      const uint8x8_t vi4 = vreinterpret_u8_u64(vshl_u64(vreinterpret_u64_u8(vld1_u8(i4)), vshift));
      const uint8x8_t vi5 = vreinterpret_u8_u64(vshl_u64(vreinterpret_u64_u8(vld1_u8(i5)), vshift));
      const uint8x8_t vi6 = vreinterpret_u8_u64(vshl_u64(vreinterpret_u64_u8(vld1_u8(i6)), vshift));
      int32x4_t vacc_lo = vld1q_s32(acc); acc += 4;
      int32x4_t vacc_hi = vld1q_s32(acc);
  
      const int16x8_t vsum016 = vreinterpretq_s16_u16(vaddw_u8(vaddl_u8(vi0, vi1), vi6));
      const int16x8_t vsum23 = vreinterpretq_s16_u16(vaddl_u8(vi2, vi3));
      const int16x8_t vsum45 = vreinterpretq_s16_u16(vaddl_u8(vi4, vi5));
  
      vacc_lo = vaddw_s16(vacc_lo, vget_low_s16(vsum23));
      vacc_hi = vaddw_s16(vacc_hi, vget_high_s16(vsum23));
      vacc_lo = vaddw_s16(vacc_lo, vget_low_s16(vsum45));
      vacc_hi = vaddw_s16(vacc_hi, vget_high_s16(vsum45));
      vacc_lo = vaddw_s16(vacc_lo, vget_low_s16(vsum016));
      vacc_hi = vaddw_s16(vacc_hi, vget_high_s16(vsum016));
  
      const int32x4_t vneg_mask_lo = vreinterpretq_s32_u32(vcltq_s32(vacc_lo, vmovq_n_s32(0)));
      const int32x4_t vneg_mask_hi = vreinterpretq_s32_u32(vcltq_s32(vacc_hi, vmovq_n_s32(0)));
  
  #if defined(__aarch64__) || defined(__gptx__)
  
      const int64x2_t vproduct01 = vmull_s32(vget_low_s32(vacc_lo), vget_low_s32(vmultiplier));
      const int64x2_t vproduct23 = vmull_high_s32(vacc_lo, vmultiplier);
      const int64x2_t vproduct45 = vmull_s32(vget_low_s32(vacc_hi), vget_low_s32(vmultiplier));
      const int64x2_t vproduct67 = vmull_high_s32(vacc_hi, vmultiplier);
  
      const int64x2_t vadjusted_product01 = vaddw_s32(vproduct01, vget_low_s32(vneg_mask_lo));
      const int64x2_t vadjusted_product23 = vaddw_high_s32(vproduct23, vneg_mask_lo);
      const int64x2_t vadjusted_product45 = vaddw_s32(vproduct45, vget_low_s32(vneg_mask_hi));
      const int64x2_t vadjusted_product67 = vaddw_high_s32(vproduct67, vneg_mask_hi);
  #else
      const int64x2_t vproduct01 = vmull_s32(vget_low_s32(vacc_lo), vmultiplier);
      const int64x2_t vproduct23 = vmull_s32(vget_high_s32(vacc_lo), vmultiplier);
      const int64x2_t vproduct45 = vmull_s32(vget_low_s32(vacc_hi), vmultiplier);
      const int64x2_t vproduct67 = vmull_s32(vget_high_s32(vacc_hi), vmultiplier);
  
      const int64x2_t vadjusted_product01 = vaddw_s32(vproduct01, vget_low_s32(vneg_mask_lo));
      const int64x2_t vadjusted_product23 = vaddw_s32(vproduct23, vget_high_s32(vneg_mask_lo));
      const int64x2_t vadjusted_product45 = vaddw_s32(vproduct45, vget_low_s32(vneg_mask_hi));
      const int64x2_t vadjusted_product67 = vaddw_s32(vproduct67, vget_high_s32(vneg_mask_hi));
  #endif
  
      const int64x2_t vscaled_acc01 = vrshlq_s64(vadjusted_product01, vleft_shift);
      const int64x2_t vscaled_acc23 = vrshlq_s64(vadjusted_product23, vleft_shift);
      const int64x2_t vscaled_acc45 = vrshlq_s64(vadjusted_product45, vleft_shift);
      const int64x2_t vscaled_acc67 = vrshlq_s64(vadjusted_product67, vleft_shift);
  
  #if defined(__aarch64__) || defined(__gptx__)
      vacc_lo = vuzp1q_s32(vreinterpretq_s32_s64(vscaled_acc01), vreinterpretq_s32_s64(vscaled_acc23));
      vacc_hi = vuzp1q_s32(vreinterpretq_s32_s64(vscaled_acc45), vreinterpretq_s32_s64(vscaled_acc67));
  
      const int16x8_t vacc = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc_lo), vacc_hi), voutput_zero_point);
  #else
      vacc_lo = vcombine_s32(vmovn_s64(vscaled_acc01), vmovn_s64(vscaled_acc23));
      vacc_hi = vcombine_s32(vmovn_s64(vscaled_acc45), vmovn_s64(vscaled_acc67));
  
      const int16x8_t vacc = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc_lo), vqmovn_s32(vacc_hi)), voutput_zero_point);
  #endif
  
      uint8x8_t vout = vqmovun_s16(vacc);
      vout = vmax_u8(vout, voutput_min);
      vout = vmin_u8(vout, voutput_max);
  
      if (n & 4) {
        vst1_lane_u32(__builtin_assume_aligned(output, 1), vreinterpret_u32_u8(vout), 0); output += 4;
        vout = vext_u8(vout, vout, 4);
      }
      if (n & 2) {
        vst1_lane_u16(__builtin_assume_aligned(output, 1), vreinterpret_u16_u8(vout), 0); output += 2;
        vout = vext_u8(vout, vout, 2);
      }
      if (n & 1) {
        vst1_lane_u8(output, vout, 0);
      }
    }
  }
  