text: // Copyright 2019 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/gavgpool.h>
  #include <xnnpack/math.h>
  
  
  void xnn_f32_gavgpool_ukernel_7p7x__neon_c4(
      size_t rows,
      size_t channels,
      const float* input,
      size_t input_stride,
      const float* zero,
      float* buffer,
      float* output,
      const union xnn_f32_avgpool_params params[restrict static 1])
  {
    assert(rows > 7);
    assert(channels != 0);
  
    const float* i0 = input;
    const float* i1 = (const float*) ((uintptr_t) i0 + input_stride);
    const float* i2 = (const float*) ((uintptr_t) i1 + input_stride);
    const float* i3 = (const float*) ((uintptr_t) i2 + input_stride);
    const float* i4 = (const float*) ((uintptr_t) i3 + input_stride);
    const float* i5 = (const float*) ((uintptr_t) i4 + input_stride);
    const float* i6 = (const float*) ((uintptr_t) i5 + input_stride);
    const size_t packed_channels = round_up_po2(channels, 4);
    const size_t input_increment = 7 * input_stride - packed_channels * sizeof(float);
  
    float* b = buffer;
    for (size_t c = 0; c < channels; c += 4) {
      const float32x4_t vi0 = vld1q_f32(i0); i0 += 4;
      const float32x4_t vi1 = vld1q_f32(i1); i1 += 4;
      const float32x4_t vi2 = vld1q_f32(i2); i2 += 4;
      const float32x4_t vi3 = vld1q_f32(i3); i3 += 4;
      const float32x4_t vi4 = vld1q_f32(i4); i4 += 4;
      const float32x4_t vi5 = vld1q_f32(i5); i5 += 4;
      const float32x4_t vi6 = vld1q_f32(i6); i6 += 4;
  
      const float32x4_t vsum01 = vaddq_f32(vi0, vi1);
      const float32x4_t vsum23 = vaddq_f32(vi2, vi3);
      const float32x4_t vsum45 = vaddq_f32(vi4, vi5);
  
      const float32x4_t vsum016 = vaddq_f32(vsum01, vi6);
      const float32x4_t vsum2345 = vaddq_f32(vsum23, vsum45);
  
      const float32x4_t vsum = vaddq_f32(vsum016, vsum2345);
  
      vst1q_f32(b, vsum); b += 4;
    }
    for (rows -= 7; rows > 7; rows -= 7) {
      b = buffer;
  
      i0 = (const float*) ((uintptr_t) i0 + input_increment);
      i1 = (const float*) ((uintptr_t) i1 + input_increment);
      i2 = (const float*) ((uintptr_t) i2 + input_increment);
      i3 = (const float*) ((uintptr_t) i3 + input_increment);
      i4 = (const float*) ((uintptr_t) i4 + input_increment);
      i5 = (const float*) ((uintptr_t) i5 + input_increment);
      i6 = (const float*) ((uintptr_t) i6 + input_increment);
  
      for (size_t c = 0; c < channels; c += 4) {
        const float32x4_t vi0 = vld1q_f32(i0); i0 += 4;
        const float32x4_t vi1 = vld1q_f32(i1); i1 += 4;
        const float32x4_t vi2 = vld1q_f32(i2); i2 += 4;
        const float32x4_t vi3 = vld1q_f32(i3); i3 += 4;
        const float32x4_t vi4 = vld1q_f32(i4); i4 += 4;
        const float32x4_t vi5 = vld1q_f32(i5); i5 += 4;
        const float32x4_t vi6 = vld1q_f32(i6); i6 += 4;
        const float32x4_t vacc = vld1q_f32(b);
  
        const float32x4_t vsum01 = vaddq_f32(vi0, vi1);
        const float32x4_t vsum23 = vaddq_f32(vi2, vi3);
        const float32x4_t vsum45 = vaddq_f32(vi4, vi5);
        const float32x4_t vsum6a = vaddq_f32(vi6, vacc);
  
        const float32x4_t vsum0123 = vaddq_f32(vsum01, vsum23);
        const float32x4_t vsum456a = vaddq_f32(vsum45, vsum6a);
  
        const float32x4_t vsum = vaddq_f32(vsum0123, vsum456a);
  
        vst1q_f32(b, vsum); b += 4;
      }
    }
  
    i0 = (const float*) ((uintptr_t) i0 + input_increment);
    i1 = (const float*) ((uintptr_t) i1 + input_increment);
    if (rows < 2) {
      i1 = zero;
    }
    i2 = (const float*) ((uintptr_t) i2 + input_increment);
    if (rows <= 2) {
      i2 = zero;
    }
    i3 = (const float*) ((uintptr_t) i3 + input_increment);
    if (rows < 4) {
      i3 = zero;
    }
    i4 = (const float*) ((uintptr_t) i4 + input_increment);
    if (rows <= 4) {
      i4 = zero;
    }
    i5 = (const float*) ((uintptr_t) i5 + input_increment);
    if (rows < 6) {
      i5 = zero;
    }
    i6 = (const float*) ((uintptr_t) i6 + input_increment);
    if (rows <= 6) {
      i6 = zero;
    }
    const float32x4_t vmultiplier = vld1q_dup_f32(&params->scalar.multiplier);
    const float32x4_t voutput_min = vld1q_dup_f32(&params->scalar.output_min);
    const float32x4_t voutput_max = vld1q_dup_f32(&params->scalar.output_max);
  
    b = buffer;
    while (channels >= 4) {
      const float32x4_t vi0 = vld1q_f32(i0); i0 += 4;
      const float32x4_t vi1 = vld1q_f32(i1); i1 += 4;
      const float32x4_t vi2 = vld1q_f32(i2); i2 += 4;
      const float32x4_t vi3 = vld1q_f32(i3); i3 += 4;
      const float32x4_t vi4 = vld1q_f32(i4); i4 += 4;
      const float32x4_t vi5 = vld1q_f32(i5); i5 += 4;
      const float32x4_t vi6 = vld1q_f32(i6); i6 += 4;
      const float32x4_t vacc = vld1q_f32(b); b += 4;
  
      const float32x4_t vsum01 = vaddq_f32(vi0, vi1);
      const float32x4_t vsum23 = vaddq_f32(vi2, vi3);
      const float32x4_t vsum45 = vaddq_f32(vi4, vi5);
      const float32x4_t vsum6a = vaddq_f32(vi6, vacc);
  
      const float32x4_t vsum0123 = vaddq_f32(vsum01, vsum23);
      const float32x4_t vsum456a = vaddq_f32(vsum45, vsum6a);
  
      const float32x4_t vsum = vaddq_f32(vsum0123, vsum456a);
  
      float32x4_t vout = vmulq_f32(vsum, vmultiplier);
      vout = vmaxq_f32(vout, voutput_min);
      vout = vminq_f32(vout, voutput_max);
  
      vst1q_f32(output, vout); output += 4;
  
      channels -= 4;
    }
    if (channels != 0) {
      const float32x4_t vi0 = vld1q_f32(i0);
      const float32x4_t vi1 = vld1q_f32(i1);
      const float32x4_t vi2 = vld1q_f32(i2);
      const float32x4_t vi3 = vld1q_f32(i3);
      const float32x4_t vi4 = vld1q_f32(i4);
      const float32x4_t vi5 = vld1q_f32(i5);
      const float32x4_t vi6 = vld1q_f32(i6);
      const float32x4_t vacc = vld1q_f32(b);
  
      const float32x4_t vsum01 = vaddq_f32(vi0, vi1);
      const float32x4_t vsum23 = vaddq_f32(vi2, vi3);
      const float32x4_t vsum45 = vaddq_f32(vi4, vi5);
      const float32x4_t vsum6a = vaddq_f32(vi6, vacc);
  
      const float32x4_t vsum0123 = vaddq_f32(vsum01, vsum23);
      const float32x4_t vsum456a = vaddq_f32(vsum45, vsum6a);
  
      const float32x4_t vsum = vaddq_f32(vsum0123, vsum456a);
  
      float32x4_t vout = vmulq_f32(vsum, vmultiplier);
      vout = vmaxq_f32(vout, voutput_min);
      vout = vminq_f32(vout, voutput_max);
  
      float32x2_t vout_lo = vget_low_f32(vout);
      if (channels & 2) {
        vst1_f32(output, vout_lo); output += 2;
        vout_lo = vget_high_f32(vout);
      }
      if (channels & 1) {
        vst1_lane_f32(output, vout_lo, 0);
      }
    }
  }
  