src/f32-dwconv/gen/up32x9-minmax-avx512f-acc2.c

// Auto-generated file. Do not edit!
//   Template: src/f32-dwconv/up-avx512.c.in
//   Generator: tools/xngen
//
// 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 <immintrin.h>

#include <xnnpack/dwconv.h>
#include <xnnpack/intrinsics-polyfill.h>


void xnn_f32_dwconv_ukernel_up32x9__avx512f_acc2(
    size_t channels,
    size_t output_width,
    const float** input,
    const float* weights,
    float* output,
    size_t input_stride,
    size_t output_increment,
    const union xnn_f32_minmax_params params[restrict static 1])
{
  assert(channels != 0);
  assert(output_width != 0);

  const __m512 vmax = _mm512_broadcast_f32x4(_mm_load_ps(params->sse.max));
  const __m512 vmin = _mm512_broadcast_f32x4(_mm_load_ps(params->sse.min));
  do {
    const float* i0 = input[0];
    assert(i0 != NULL);
    const float* i1 = input[1];
    assert(i1 != NULL);
    const float* i2 = input[2];
    assert(i2 != NULL);
    const float* i3 = input[3];
    assert(i3 != NULL);
    const float* i4 = input[4];
    assert(i4 != NULL);
    const float* i5 = input[5];
    assert(i5 != NULL);
    const float* i6 = input[6];
    assert(i6 != NULL);
    const float* i7 = input[7];
    assert(i7 != NULL);
    const float* i8 = input[8];
    assert(i8 != NULL);
    input = (const float**) ((uintptr_t) input + input_stride);

    size_t c = channels;
    const float* w = weights;
    for (; c >= 32; c -= 32) {
      __m512 vacc0123456789ABCDEFp0 = _mm512_load_ps(w);
      __m512 vaccGHIJKLMNOPQRSTUVp0 = _mm512_load_ps(w + 16);


      const __m512 vi0x0123456789ABCDEF = _mm512_loadu_ps(i0);
      const __m512 vi0xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i0 + 16);
      i0 += 32;

      const __m512 vk0x0123456789ABCDEF = _mm512_load_ps(w + 32);
      const __m512 vk0xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 48);
      vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi0x0123456789ABCDEF, vk0x0123456789ABCDEF, vacc0123456789ABCDEFp0);
      vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi0xGHIJKLMNOPQRSTUV, vk0xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0);

      const __m512 vi1x0123456789ABCDEF = _mm512_loadu_ps(i1);
      const __m512 vi1xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i1 + 16);
      i1 += 32;

      const __m512 vk1x0123456789ABCDEF = _mm512_load_ps(w + 64);
      const __m512 vk1xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 80);
      __m512 vacc0123456789ABCDEFp1 = _mm512_mul_ps(vi1x0123456789ABCDEF, vk1x0123456789ABCDEF);
      __m512 vaccGHIJKLMNOPQRSTUVp1 = _mm512_mul_ps(vi1xGHIJKLMNOPQRSTUV, vk1xGHIJKLMNOPQRSTUV);

      const __m512 vi2x0123456789ABCDEF = _mm512_loadu_ps(i2);
      const __m512 vi2xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i2 + 16);
      i2 += 32;

      const __m512 vk2x0123456789ABCDEF = _mm512_load_ps(w + 96);
      const __m512 vk2xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 112);
      vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi2x0123456789ABCDEF, vk2x0123456789ABCDEF, vacc0123456789ABCDEFp0);
      vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi2xGHIJKLMNOPQRSTUV, vk2xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0);

      const __m512 vi3x0123456789ABCDEF = _mm512_loadu_ps(i3);
      const __m512 vi3xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i3 + 16);
      i3 += 32;

      const __m512 vk3x0123456789ABCDEF = _mm512_load_ps(w + 128);
      const __m512 vk3xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 144);
      vacc0123456789ABCDEFp1 = _mm512_fmadd_ps(vi3x0123456789ABCDEF, vk3x0123456789ABCDEF, vacc0123456789ABCDEFp1);
      vaccGHIJKLMNOPQRSTUVp1 = _mm512_fmadd_ps(vi3xGHIJKLMNOPQRSTUV, vk3xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp1);

      const __m512 vi4x0123456789ABCDEF = _mm512_loadu_ps(i4);
      const __m512 vi4xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i4 + 16);
      i4 += 32;

      const __m512 vk4x0123456789ABCDEF = _mm512_load_ps(w + 160);
      const __m512 vk4xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 176);
      vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi4x0123456789ABCDEF, vk4x0123456789ABCDEF, vacc0123456789ABCDEFp0);
      vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi4xGHIJKLMNOPQRSTUV, vk4xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0);

      const __m512 vi5x0123456789ABCDEF = _mm512_loadu_ps(i5);
      const __m512 vi5xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i5 + 16);
      i5 += 32;

      const __m512 vk5x0123456789ABCDEF = _mm512_load_ps(w + 192);
      const __m512 vk5xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 208);
      vacc0123456789ABCDEFp1 = _mm512_fmadd_ps(vi5x0123456789ABCDEF, vk5x0123456789ABCDEF, vacc0123456789ABCDEFp1);
      vaccGHIJKLMNOPQRSTUVp1 = _mm512_fmadd_ps(vi5xGHIJKLMNOPQRSTUV, vk5xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp1);

      const __m512 vi6x0123456789ABCDEF = _mm512_loadu_ps(i6);
      const __m512 vi6xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i6 + 16);
      i6 += 32;

      const __m512 vk6x0123456789ABCDEF = _mm512_load_ps(w + 224);
      const __m512 vk6xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 240);
      vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi6x0123456789ABCDEF, vk6x0123456789ABCDEF, vacc0123456789ABCDEFp0);
      vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi6xGHIJKLMNOPQRSTUV, vk6xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0);

      const __m512 vi7x0123456789ABCDEF = _mm512_loadu_ps(i7);
      const __m512 vi7xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i7 + 16);
      i7 += 32;

      const __m512 vk7x0123456789ABCDEF = _mm512_load_ps(w + 256);
      const __m512 vk7xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 272);
      vacc0123456789ABCDEFp1 = _mm512_fmadd_ps(vi7x0123456789ABCDEF, vk7x0123456789ABCDEF, vacc0123456789ABCDEFp1);
      vaccGHIJKLMNOPQRSTUVp1 = _mm512_fmadd_ps(vi7xGHIJKLMNOPQRSTUV, vk7xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp1);

      const __m512 vi8x0123456789ABCDEF = _mm512_loadu_ps(i8);
      const __m512 vi8xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i8 + 16);
      i8 += 32;

      const __m512 vk8x0123456789ABCDEF = _mm512_load_ps(w + 288);
      const __m512 vk8xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 304);
      vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi8x0123456789ABCDEF, vk8x0123456789ABCDEF, vacc0123456789ABCDEFp0);
      vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi8xGHIJKLMNOPQRSTUV, vk8xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0);

      w += 320;

      // Add up all accumulators to vacc0123456789ABCDEFGHIJKLMNOPQRSTUVp0
      vacc0123456789ABCDEFp0 = _mm512_add_ps(vacc0123456789ABCDEFp0, vacc0123456789ABCDEFp1);
      vaccGHIJKLMNOPQRSTUVp0 = _mm512_add_ps(vaccGHIJKLMNOPQRSTUVp0, vaccGHIJKLMNOPQRSTUVp1);

      __m512 vacc0123456789ABCDEF = _mm512_max_ps(vacc0123456789ABCDEFp0, vmin);
      __m512 vaccGHIJKLMNOPQRSTUV = _mm512_max_ps(vaccGHIJKLMNOPQRSTUVp0, vmin);
      vacc0123456789ABCDEF = _mm512_min_ps(vacc0123456789ABCDEF, vmax);
      vaccGHIJKLMNOPQRSTUV = _mm512_min_ps(vaccGHIJKLMNOPQRSTUV, vmax);

      _mm512_storeu_ps(output, vacc0123456789ABCDEF);
      _mm512_storeu_ps(output + 16, vaccGHIJKLMNOPQRSTUV);
      output += 32;
    }
    for (; c >= 16; c -= 16) {
      __m512 vacc0123456789ABCDEFp0 = _mm512_load_ps(w);

      const __m512 vi0x0123456789ABCDEF = _mm512_loadu_ps(i0);
      i0 += 16;

      const __m512 vk0x0123456789ABCDEF = _mm512_load_ps(w + 32);
      vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi0x0123456789ABCDEF, vk0x0123456789ABCDEF, vacc0123456789ABCDEFp0);

      const __m512 vi1x0123456789ABCDEF = _mm512_loadu_ps(i1);
      i1 += 16;

      const __m512 vk1x0123456789ABCDEF = _mm512_load_ps(w + 64);
      __m512 vacc0123456789ABCDEFp1 = _mm512_mul_ps(vi1x0123456789ABCDEF, vk1x0123456789ABCDEF);

      const __m512 vi2x0123456789ABCDEF = _mm512_loadu_ps(i2);
      i2 += 16;

      const __m512 vk2x0123456789ABCDEF = _mm512_load_ps(w + 96);
      vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi2x0123456789ABCDEF, vk2x0123456789ABCDEF, vacc0123456789ABCDEFp0);

      const __m512 vi3x0123456789ABCDEF = _mm512_loadu_ps(i3);
      i3 += 16;

      const __m512 vk3x0123456789ABCDEF = _mm512_load_ps(w + 128);
      vacc0123456789ABCDEFp1 = _mm512_fmadd_ps(vi3x0123456789ABCDEF, vk3x0123456789ABCDEF, vacc0123456789ABCDEFp1);

      const __m512 vi4x0123456789ABCDEF = _mm512_loadu_ps(i4);
      i4 += 16;

      const __m512 vk4x0123456789ABCDEF = _mm512_load_ps(w + 160);
      vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi4x0123456789ABCDEF, vk4x0123456789ABCDEF, vacc0123456789ABCDEFp0);

      const __m512 vi5x0123456789ABCDEF = _mm512_loadu_ps(i5);
      i5 += 16;

      const __m512 vk5x0123456789ABCDEF = _mm512_load_ps(w + 192);
      vacc0123456789ABCDEFp1 = _mm512_fmadd_ps(vi5x0123456789ABCDEF, vk5x0123456789ABCDEF, vacc0123456789ABCDEFp1);

      const __m512 vi6x0123456789ABCDEF = _mm512_loadu_ps(i6);
      i6 += 16;

      const __m512 vk6x0123456789ABCDEF = _mm512_load_ps(w + 224);
      vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi6x0123456789ABCDEF, vk6x0123456789ABCDEF, vacc0123456789ABCDEFp0);

      const __m512 vi7x0123456789ABCDEF = _mm512_loadu_ps(i7);
      i7 += 16;

      const __m512 vk7x0123456789ABCDEF = _mm512_load_ps(w + 256);
      vacc0123456789ABCDEFp1 = _mm512_fmadd_ps(vi7x0123456789ABCDEF, vk7x0123456789ABCDEF, vacc0123456789ABCDEFp1);

      const __m512 vi8x0123456789ABCDEF = _mm512_loadu_ps(i8);
      i8 += 16;

      const __m512 vk8x0123456789ABCDEF = _mm512_load_ps(w + 288);
      vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi8x0123456789ABCDEF, vk8x0123456789ABCDEF, vacc0123456789ABCDEFp0);

      w += 16;

      // Add up all accumulators to vacc0123456789ABCDEFp0
      vacc0123456789ABCDEFp0 = _mm512_add_ps(vacc0123456789ABCDEFp0, vacc0123456789ABCDEFp1);

      __m512 vacc0123456789ABCDEF = _mm512_max_ps(vacc0123456789ABCDEFp0, vmin);
      vacc0123456789ABCDEF = _mm512_min_ps(vacc0123456789ABCDEF, vmax);

      _mm512_storeu_ps(output, vacc0123456789ABCDEF);
      output += 16;
    }
    if XNN_UNLIKELY(c != 0) {
      assert(c >= 1);
      assert(c <= 16);
      // Prepare mask for valid 32-bit elements (depends on nc).
      const __mmask16 vmask = _cvtu32_mask16((uint16_t) ((uint32_t) (UINT32_C(1) << c) - UINT32_C(1)));

      __m512 vacc0123456789ABCDEFp0 = _mm512_maskz_loadu_ps(vmask, w);

      const __m512 vi0x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i0);
      const __m512 vk0x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 32);
      vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi0x0123456789ABCDEF, vk0x0123456789ABCDEF, vacc0123456789ABCDEFp0);

      const __m512 vi1x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i1);
      const __m512 vk1x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 64);
      __m512 vacc0123456789ABCDEFp1 = _mm512_mul_ps(vi1x0123456789ABCDEF, vk1x0123456789ABCDEF);

      const __m512 vi2x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i2);
      const __m512 vk2x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 96);
      vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi2x0123456789ABCDEF, vk2x0123456789ABCDEF, vacc0123456789ABCDEFp0);

      const __m512 vi3x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i3);
      const __m512 vk3x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 128);
      vacc0123456789ABCDEFp1 = _mm512_fmadd_ps(vi3x0123456789ABCDEF, vk3x0123456789ABCDEF, vacc0123456789ABCDEFp1);

      const __m512 vi4x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i4);
      const __m512 vk4x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 160);
      vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi4x0123456789ABCDEF, vk4x0123456789ABCDEF, vacc0123456789ABCDEFp0);

      const __m512 vi5x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i5);
      const __m512 vk5x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 192);
      vacc0123456789ABCDEFp1 = _mm512_fmadd_ps(vi5x0123456789ABCDEF, vk5x0123456789ABCDEF, vacc0123456789ABCDEFp1);

      const __m512 vi6x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i6);
      const __m512 vk6x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 224);
      vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi6x0123456789ABCDEF, vk6x0123456789ABCDEF, vacc0123456789ABCDEFp0);

      const __m512 vi7x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i7);
      const __m512 vk7x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 256);
      vacc0123456789ABCDEFp1 = _mm512_fmadd_ps(vi7x0123456789ABCDEF, vk7x0123456789ABCDEF, vacc0123456789ABCDEFp1);

      const __m512 vi8x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i8);
      const __m512 vk8x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 288);
      vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi8x0123456789ABCDEF, vk8x0123456789ABCDEF, vacc0123456789ABCDEFp0);

      // Add up all accumulators to vacc0123456789ABCDEFp0
      vacc0123456789ABCDEFp0 = _mm512_add_ps(vacc0123456789ABCDEFp0, vacc0123456789ABCDEFp1);

      __m512 vacc0123456789ABCDEF = _mm512_max_ps(vacc0123456789ABCDEFp0, vmin);
      vacc0123456789ABCDEF = _mm512_min_ps(vacc0123456789ABCDEF, vmax);

      _mm512_mask_storeu_ps(output, vmask, vacc0123456789ABCDEF);
      output += c;
    }

    output = (float*) ((uintptr_t) output + output_increment);
  } while (--output_width != 0);
}