src/f32-avgpool/mp9p8q-psimd.c

// 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 <psimd.h>

#include <xnnpack/avgpool.h>


void xnn_f32_avgpool_ukernel_mp9p8q__psimd(
    size_t n,
    size_t ks,
    size_t kc,
    const float** input,
    const float* zero,
    float* buffer,
    float* output,
    size_t input_increment,
    size_t output_increment,
    const union xnn_f32_avgpool_params params[restrict static 1])
{
  assert(n != 0);
  assert(ks > 9);
  assert(kc != 0);

  const psimd_f32 vmultiplier = psimd_load_splat_f32(&params->scalar.multiplier);
  const psimd_f32 voutput_min = psimd_load_splat_f32(&params->scalar.output_min);
  const psimd_f32 voutput_max = psimd_load_splat_f32(&params->scalar.output_max);

  do {
    {
      const float* i0 = *input++;
      const float* i1 = *input++;
      const float* i2 = *input++;
      const float* i3 = *input++;
      const float* i4 = *input++;
      const float* i5 = *input++;
      const float* i6 = *input++;
      const float* i7 = *input++;
      const float* i8 = *input++;

      float* b = buffer;
      for (size_t k = 0; k < kc; k += 4) {
        const psimd_f32 vi0 = psimd_load_f32(i0);
        i0 += 4;
        const psimd_f32 vi1 = psimd_load_f32(i1);
        i1 += 4;
        const psimd_f32 vi2 = psimd_load_f32(i2);
        i2 += 4;
        const psimd_f32 vi3 = psimd_load_f32(i3);
        i3 += 4;
        const psimd_f32 vi4 = psimd_load_f32(i4);
        i4 += 4;
        const psimd_f32 vi5 = psimd_load_f32(i5);
        i5 += 4;
        const psimd_f32 vi6 = psimd_load_f32(i6);
        i6 += 4;
        const psimd_f32 vi7 = psimd_load_f32(i7);
        i7 += 4;
        const psimd_f32 vi8 = psimd_load_f32(i8);
        i8 += 4;

        const psimd_f32 vsum01 = psimd_add_f32(vi0, vi1);
        const psimd_f32 vsum23 = psimd_add_f32(vi2, vi3);
        const psimd_f32 vsum45 = psimd_add_f32(vi4, vi5);
        const psimd_f32 vsum67 = psimd_add_f32(vi6, vi7);
        const psimd_f32 vsum018 = psimd_add_f32(vsum01, vi8);
        const psimd_f32 vsum2345 = psimd_add_f32(vsum23, vsum45);
        const psimd_f32 vsum01678 = psimd_add_f32(vsum018, vsum67);
        const psimd_f32 vsum = psimd_add_f32(vsum2345, vsum01678);

        psimd_store_f32(b, vsum);
        b += 4;
      }
    }

    size_t m = ks;
    for (m -= 9; m > 8; m -= 8) {
      const float* i0 = *input++;
      const float* i1 = *input++;
      const float* i2 = *input++;
      const float* i3 = *input++;
      const float* i4 = *input++;
      const float* i5 = *input++;
      const float* i6 = *input++;
      const float* i7 = *input++;

      float* b = buffer;
      for (size_t k = 0; k < kc; k += 4) {
        const psimd_f32 vi0 = psimd_load_f32(i0);
        i0 += 4;
        const psimd_f32 vi1 = psimd_load_f32(i1);
        i1 += 4;
        const psimd_f32 vi2 = psimd_load_f32(i2);
        i2 += 4;
        const psimd_f32 vi3 = psimd_load_f32(i3);
        i3 += 4;
        const psimd_f32 vi4 = psimd_load_f32(i4);
        i4 += 4;
        const psimd_f32 vi5 = psimd_load_f32(i5);
        i5 += 4;
        const psimd_f32 vi6 = psimd_load_f32(i6);
        i6 += 4;
        const psimd_f32 vi7 = psimd_load_f32(i7);
        i7 += 4;
        const psimd_f32 vacc = psimd_load_f32(b);

        const psimd_f32 vsum01 = psimd_add_f32(vi0, vi1);
        const psimd_f32 vsum23 = psimd_add_f32(vi2, vi3);
        const psimd_f32 vsum45 = psimd_add_f32(vi4, vi5);
        const psimd_f32 vsum67 = psimd_add_f32(vi6, vi7);
        const psimd_f32 vsum01a = psimd_add_f32(vsum01, vacc);
        const psimd_f32 vsum2345 = psimd_add_f32(vsum23, vsum45);
        const psimd_f32 vsum0167a = psimd_add_f32(vsum01a, vsum67);
        const psimd_f32 vsum = psimd_add_f32(vsum2345, vsum0167a);

        psimd_store_f32(b, vsum);
        b += 4;
      }
    }

    {
      const float* i0 = input[0];
      const float* i1 = input[1];
      const float* i2 = input[2];
      const float* i3 = input[3];
      const float* i4 = input[4];
      const float* i5 = input[5];
      const float* i6 = input[6];
      const float* i7 = input[7];
      input = (const float**) ((uintptr_t) input + input_increment);
      if (m < 2) {
        i1 = zero;
      }
      if (m <= 2) {
        i2 = zero;
      }
      if (m < 4) {
        i3 = zero;
      }
      if (m <= 4) {
        i4 = zero;
      }
      if (m < 6) {
        i5 = zero;
      }
      if (m <= 6) {
        i6 = zero;
      }
      if (m != 8) {
        i7 = zero;
      }

      size_t k = kc;
      float* b = buffer;
      while (k >= 4) {
        const psimd_f32 vi0 = psimd_load_f32(i0);
        i0 += 4;
        const psimd_f32 vi1 = psimd_load_f32(i1);
        i1 += 4;
        const psimd_f32 vi2 = psimd_load_f32(i2);
        i2 += 4;
        const psimd_f32 vi3 = psimd_load_f32(i3);
        i3 += 4;
        const psimd_f32 vi4 = psimd_load_f32(i4);
        i4 += 4;
        const psimd_f32 vi5 = psimd_load_f32(i5);
        i5 += 4;
        const psimd_f32 vi6 = psimd_load_f32(i6);
        i6 += 4;
        const psimd_f32 vi7 = psimd_load_f32(i7);
        i7 += 4;
        const psimd_f32 vacc = psimd_load_f32(b);
        b += 4;

        const psimd_f32 vsum01 = psimd_add_f32(vi0, vi1);
        const psimd_f32 vsum23 = psimd_add_f32(vi2, vi3);
        const psimd_f32 vsum45 = psimd_add_f32(vi4, vi5);
        const psimd_f32 vsum67 = psimd_add_f32(vi6, vi7);
        const psimd_f32 vsum01a = psimd_add_f32(vsum01, vacc);
        const psimd_f32 vsum2345 = psimd_add_f32(vsum23, vsum45);
        const psimd_f32 vsum0167a = psimd_add_f32(vsum01a, vsum67);
        const psimd_f32 vsum = psimd_add_f32(vsum2345, vsum0167a);

        psimd_f32 vout = psimd_mul_f32(vsum, vmultiplier);
        vout = psimd_max_f32(vout, voutput_min);
        vout = psimd_min_f32(vout, voutput_max);

        psimd_store_f32(output, vout);
        output += 4;

        k -= 4;
      }
      if (k != 0) {
        const psimd_f32 vi0 = psimd_load_f32(i0);
        const psimd_f32 vi1 = psimd_load_f32(i1);
        const psimd_f32 vi2 = psimd_load_f32(i2);
        const psimd_f32 vi3 = psimd_load_f32(i3);
        const psimd_f32 vi4 = psimd_load_f32(i4);
        const psimd_f32 vi5 = psimd_load_f32(i5);
        const psimd_f32 vi6 = psimd_load_f32(i6);
        const psimd_f32 vi7 = psimd_load_f32(i7);
        const psimd_f32 vacc = psimd_load_f32(b);

        const psimd_f32 vsum01 = psimd_add_f32(vi0, vi1);
        const psimd_f32 vsum23 = psimd_add_f32(vi2, vi3);
        const psimd_f32 vsum45 = psimd_add_f32(vi4, vi5);
        const psimd_f32 vsum67 = psimd_add_f32(vi6, vi7);
        const psimd_f32 vsum01a = psimd_add_f32(vsum01, vacc);
        const psimd_f32 vsum2345 = psimd_add_f32(vsum23, vsum45);
        const psimd_f32 vsum0167a = psimd_add_f32(vsum01a, vsum67);
        const psimd_f32 vsum = psimd_add_f32(vsum2345, vsum0167a);

        psimd_f32 vout = psimd_mul_f32(vsum, vmultiplier);
        vout = psimd_max_f32(vout, voutput_min);
        vout = psimd_min_f32(vout, voutput_max);

        if (k & 2) {
          psimd_store2_f32(output, vout);
          output += 2;
          vout = psimd_concat_hi_f32(vout, vout);
        }
        if (k & 1) {
          psimd_store1_f32(output, vout);
          output += 1;
        }
      }
    }
    output = (float*) ((uintptr_t) output + output_increment);
  } while (--n != 0);
}