// Auto-generated file. Do not edit!
//   Template: src/qs8-igemm/MRx8c8-avx2.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 <immintrin.h>

#include "xnnpack/igemm.h"
#include "xnnpack/intrinsics-polyfill.h"
#include "xnnpack/math.h"
#include "xnnpack/unaligned.h"


void xnn_qd8_f32_qc8w_igemm_minmax_ukernel_7x8c8__avx256skx(
    size_t mr,
    size_t nc,
    size_t kc,
    size_t ks,
    const int8_t** restrict a,
    const void* restrict w,
    float* restrict c,
    size_t cm_stride,
    size_t cn_stride,
    size_t a_offset,
    const int8_t* zero,
    const int8_t* zero_data,
    const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)],
    const struct xnn_qd8_quantization_params quantization_params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
  assert(mr != 0);
  assert(mr <= 7);
  assert(nc != 0);
  assert(kc != 0);
  assert(ks != 0);
  assert(ks % (7 * sizeof(void*)) == 0);
  assert(a_offset % sizeof(int8_t) == 0);
  assert(a != NULL);
  assert(w != NULL);
  assert(c != NULL);

  kc = round_up_po2(kc, 8 * sizeof(int8_t));
  float* c0 = c;
  float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
  if XNN_UNPREDICTABLE(mr < 2) {
    c1 = c0;
  }
  float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
  if XNN_UNPREDICTABLE(mr <= 2) {
    c2 = c1;
  }
  float* c3 = (float*) ((uintptr_t) c2 + cm_stride);
  if XNN_UNPREDICTABLE(mr < 4) {
    c3 = c2;
  }
  float* c4 = (float*) ((uintptr_t) c3 + cm_stride);
  if XNN_UNPREDICTABLE(mr <= 4) {
    c4 = c3;
  }
  float* c5 = (float*) ((uintptr_t) c4 + cm_stride);
  if XNN_UNPREDICTABLE(mr < 6) {
    c5 = c4;
  }
  float* c6 = (float*) ((uintptr_t) c5 + cm_stride);
  if XNN_UNPREDICTABLE(mr <= 6) {
    c6 = c5;
  }

  const __m256i vinput_zero_point = _mm256_set1_epi32((int) quantization_params->zero_point);
  const __m256 vinput_scale = _mm256_broadcast_ss(&quantization_params->inv_scale);
  const __m256 vmin = _mm256_set1_ps(params->scalar.min);
  const __m256 vmax = _mm256_set1_ps(params->scalar.max);
  // XNN_FORCE_REALIZATION(vinput_zero_point);
  // XNN_FORCE_REALIZATION(vinput_scale);
  // XNN_FORCE_REALIZATION(vmin);
  // XNN_FORCE_REALIZATION(vmax);

  do {
    const __m128i vinit0 = _mm_cvtsi32_si128(((const int*) w)[0]);
    const __m128i vinit1 = _mm_cvtsi32_si128(((const int*) w)[1]);
    const __m256i vinit01 = _mm256_inserti128_si256(_mm256_castsi128_si256(vinit0), vinit1, 1);
    const __m128i vinit2 = _mm_cvtsi32_si128(((const int*) w)[2]);
    const __m128i vinit3 = _mm_cvtsi32_si128(((const int*) w)[3]);
    const __m256i vinit23 = _mm256_inserti128_si256(_mm256_castsi128_si256(vinit2), vinit3, 1);
    const __m128i vinit4 = _mm_cvtsi32_si128(((const int*) w)[4]);
    const __m128i vinit5 = _mm_cvtsi32_si128(((const int*) w)[5]);
    const __m256i vinit45 = _mm256_inserti128_si256(_mm256_castsi128_si256(vinit4), vinit5, 1);
    const __m128i vinit6 = _mm_cvtsi32_si128(((const int*) w)[6]);
    const __m128i vinit7 = _mm_cvtsi32_si128(((const int*) w)[7]);
    const __m256i vinit67 = _mm256_inserti128_si256(_mm256_castsi128_si256(vinit6), vinit7, 1);
    __m256i vacc0x01 = _mm256_mullo_epi32(vinit01, vinput_zero_point);
    __m256i vacc0x23 = _mm256_mullo_epi32(vinit23, vinput_zero_point);
    __m256i vacc0x45 = _mm256_mullo_epi32(vinit45, vinput_zero_point);
    __m256i vacc0x67 = _mm256_mullo_epi32(vinit67, vinput_zero_point);
    __m256i vacc1x01 = vacc0x01;
    __m256i vacc1x23 = vacc0x23;
    __m256i vacc1x45 = vacc0x45;
    __m256i vacc1x67 = vacc0x67;
    __m256i vacc2x01 = vacc0x01;
    __m256i vacc2x23 = vacc0x23;
    __m256i vacc2x45 = vacc0x45;
    __m256i vacc2x67 = vacc0x67;
    __m256i vacc3x01 = vacc0x01;
    __m256i vacc3x23 = vacc0x23;
    __m256i vacc3x45 = vacc0x45;
    __m256i vacc3x67 = vacc0x67;
    __m256i vacc4x01 = vacc0x01;
    __m256i vacc4x23 = vacc0x23;
    __m256i vacc4x45 = vacc0x45;
    __m256i vacc4x67 = vacc0x67;
    __m256i vacc5x01 = vacc0x01;
    __m256i vacc5x23 = vacc0x23;
    __m256i vacc5x45 = vacc0x45;
    __m256i vacc5x67 = vacc0x67;
    __m256i vacc6x01 = vacc0x01;
    __m256i vacc6x23 = vacc0x23;
    __m256i vacc6x45 = vacc0x45;
    __m256i vacc6x67 = vacc0x67;
    w = (const int32_t*) w + 8;

    size_t p = ks;
    do {
      const int8_t* restrict a0 = a[0];
      if XNN_UNPREDICTABLE(a0 != zero) {
        a0 = (const int8_t*) ((uintptr_t) a0 + a_offset);
      } else {
        a0 = zero_data;
      }
      const int8_t* restrict a1 = a[1];
      if XNN_UNPREDICTABLE(a1 != zero) {
        a1 = (const int8_t*) ((uintptr_t) a1 + a_offset);
      } else {
        a1 = zero_data;
      }
      const int8_t* restrict a2 = a[2];
      if XNN_UNPREDICTABLE(a2 != zero) {
        a2 = (const int8_t*) ((uintptr_t) a2 + a_offset);
      } else {
        a2 = zero_data;
      }
      const int8_t* restrict a3 = a[3];
      if XNN_UNPREDICTABLE(a3 != zero) {
        a3 = (const int8_t*) ((uintptr_t) a3 + a_offset);
      } else {
        a3 = zero_data;
      }
      const int8_t* restrict a4 = a[4];
      if XNN_UNPREDICTABLE(a4 != zero) {
        a4 = (const int8_t*) ((uintptr_t) a4 + a_offset);
      } else {
        a4 = zero_data;
      }
      const int8_t* restrict a5 = a[5];
      if XNN_UNPREDICTABLE(a5 != zero) {
        a5 = (const int8_t*) ((uintptr_t) a5 + a_offset);
      } else {
        a5 = zero_data;
      }
      const int8_t* restrict a6 = a[6];
      if XNN_UNPREDICTABLE(a6 != zero) {
        a6 = (const int8_t*) ((uintptr_t) a6 + a_offset);
      } else {
        a6 = zero_data;
      }
      a += 7;

      size_t k = 0;
      while (k < kc) {
        const __m128i va0 = _mm_broadcastq_epi64(_mm_loadl_epi64((const __m128i*) a0));
        const __m256i vxa0 = _mm256_cvtepi8_epi16(va0);
        a0 += 8;
        const __m128i va1 = _mm_broadcastq_epi64(_mm_loadl_epi64((const __m128i*) a1));
        const __m256i vxa1 = _mm256_cvtepi8_epi16(va1);
        a1 += 8;
        const __m128i va2 = _mm_broadcastq_epi64(_mm_loadl_epi64((const __m128i*) a2));
        const __m256i vxa2 = _mm256_cvtepi8_epi16(va2);
        a2 += 8;
        const __m128i va3 = _mm_broadcastq_epi64(_mm_loadl_epi64((const __m128i*) a3));
        const __m256i vxa3 = _mm256_cvtepi8_epi16(va3);
        a3 += 8;
        const __m128i va4 = _mm_broadcastq_epi64(_mm_loadl_epi64((const __m128i*) a4));
        const __m256i vxa4 = _mm256_cvtepi8_epi16(va4);
        a4 += 8;
        const __m128i va5 = _mm_broadcastq_epi64(_mm_loadl_epi64((const __m128i*) a5));
        const __m256i vxa5 = _mm256_cvtepi8_epi16(va5);
        a5 += 8;
        const __m128i va6 = _mm_broadcastq_epi64(_mm_loadl_epi64((const __m128i*) a6));
        const __m256i vxa6 = _mm256_cvtepi8_epi16(va6);
        a6 += 8;

        const __m128i vb01 = _mm_load_si128((const __m128i*) w);
        const __m256i vxb01 = _mm256_cvtepi8_epi16(vb01);

        vacc0x01 = _mm256_add_epi32(vacc0x01, _mm256_madd_epi16(vxa0, vxb01));
        vacc1x01 = _mm256_add_epi32(vacc1x01, _mm256_madd_epi16(vxa1, vxb01));
        vacc2x01 = _mm256_add_epi32(vacc2x01, _mm256_madd_epi16(vxa2, vxb01));
        vacc3x01 = _mm256_add_epi32(vacc3x01, _mm256_madd_epi16(vxa3, vxb01));
        vacc4x01 = _mm256_add_epi32(vacc4x01, _mm256_madd_epi16(vxa4, vxb01));
        vacc5x01 = _mm256_add_epi32(vacc5x01, _mm256_madd_epi16(vxa5, vxb01));
        vacc6x01 = _mm256_add_epi32(vacc6x01, _mm256_madd_epi16(vxa6, vxb01));
        const __m128i vb23 = _mm_load_si128((const __m128i*) ((const int8_t*) w + 16));
        const __m256i vxb23 = _mm256_cvtepi8_epi16(vb23);

        vacc0x23 = _mm256_add_epi32(vacc0x23, _mm256_madd_epi16(vxa0, vxb23));
        vacc1x23 = _mm256_add_epi32(vacc1x23, _mm256_madd_epi16(vxa1, vxb23));
        vacc2x23 = _mm256_add_epi32(vacc2x23, _mm256_madd_epi16(vxa2, vxb23));
        vacc3x23 = _mm256_add_epi32(vacc3x23, _mm256_madd_epi16(vxa3, vxb23));
        vacc4x23 = _mm256_add_epi32(vacc4x23, _mm256_madd_epi16(vxa4, vxb23));
        vacc5x23 = _mm256_add_epi32(vacc5x23, _mm256_madd_epi16(vxa5, vxb23));
        vacc6x23 = _mm256_add_epi32(vacc6x23, _mm256_madd_epi16(vxa6, vxb23));
        const __m128i vb45 = _mm_load_si128((const __m128i*) ((const int8_t*) w + 32));
        const __m256i vxb45 = _mm256_cvtepi8_epi16(vb45);

        vacc0x45 = _mm256_add_epi32(vacc0x45, _mm256_madd_epi16(vxa0, vxb45));
        vacc1x45 = _mm256_add_epi32(vacc1x45, _mm256_madd_epi16(vxa1, vxb45));
        vacc2x45 = _mm256_add_epi32(vacc2x45, _mm256_madd_epi16(vxa2, vxb45));
        vacc3x45 = _mm256_add_epi32(vacc3x45, _mm256_madd_epi16(vxa3, vxb45));
        vacc4x45 = _mm256_add_epi32(vacc4x45, _mm256_madd_epi16(vxa4, vxb45));
        vacc5x45 = _mm256_add_epi32(vacc5x45, _mm256_madd_epi16(vxa5, vxb45));
        vacc6x45 = _mm256_add_epi32(vacc6x45, _mm256_madd_epi16(vxa6, vxb45));
        const __m128i vb67 = _mm_load_si128((const __m128i*) ((const int8_t*) w + 48));
        const __m256i vxb67 = _mm256_cvtepi8_epi16(vb67);

        vacc0x67 = _mm256_add_epi32(vacc0x67, _mm256_madd_epi16(vxa0, vxb67));
        vacc1x67 = _mm256_add_epi32(vacc1x67, _mm256_madd_epi16(vxa1, vxb67));
        vacc2x67 = _mm256_add_epi32(vacc2x67, _mm256_madd_epi16(vxa2, vxb67));
        vacc3x67 = _mm256_add_epi32(vacc3x67, _mm256_madd_epi16(vxa3, vxb67));
        vacc4x67 = _mm256_add_epi32(vacc4x67, _mm256_madd_epi16(vxa4, vxb67));
        vacc5x67 = _mm256_add_epi32(vacc5x67, _mm256_madd_epi16(vxa5, vxb67));
        vacc6x67 = _mm256_add_epi32(vacc6x67, _mm256_madd_epi16(vxa6, vxb67));

        w = (const void*) ((const int8_t*) w + 64);
        k += 8 * sizeof(int8_t);
      }
      p -= 7 * sizeof(void*);
    } while (p != 0);

    const __m256i vacc0x0213 = _mm256_hadd_epi32(vacc0x01, vacc0x23);
    const __m256i vacc0x4657 = _mm256_hadd_epi32(vacc0x45, vacc0x67);
    const __m256i vacc1x0213 = _mm256_hadd_epi32(vacc1x01, vacc1x23);
    const __m256i vacc1x4657 = _mm256_hadd_epi32(vacc1x45, vacc1x67);
    const __m256i vacc2x0213 = _mm256_hadd_epi32(vacc2x01, vacc2x23);
    const __m256i vacc2x4657 = _mm256_hadd_epi32(vacc2x45, vacc2x67);
    const __m256i vacc3x0213 = _mm256_hadd_epi32(vacc3x01, vacc3x23);
    const __m256i vacc3x4657 = _mm256_hadd_epi32(vacc3x45, vacc3x67);
    const __m256i vacc4x0213 = _mm256_hadd_epi32(vacc4x01, vacc4x23);
    const __m256i vacc4x4657 = _mm256_hadd_epi32(vacc4x45, vacc4x67);
    const __m256i vacc5x0213 = _mm256_hadd_epi32(vacc5x01, vacc5x23);
    const __m256i vacc5x4657 = _mm256_hadd_epi32(vacc5x45, vacc5x67);
    const __m256i vacc6x0213 = _mm256_hadd_epi32(vacc6x01, vacc6x23);
    const __m256i vacc6x4657 = _mm256_hadd_epi32(vacc6x45, vacc6x67);

    const __m256i vacc0x02461357 = _mm256_hadd_epi32(vacc0x0213, vacc0x4657);
    const __m256i vacc1x02461357 = _mm256_hadd_epi32(vacc1x0213, vacc1x4657);
    const __m256i vacc2x02461357 = _mm256_hadd_epi32(vacc2x0213, vacc2x4657);
    const __m256i vacc3x02461357 = _mm256_hadd_epi32(vacc3x0213, vacc3x4657);
    const __m256i vacc4x02461357 = _mm256_hadd_epi32(vacc4x0213, vacc4x4657);
    const __m256i vacc5x02461357 = _mm256_hadd_epi32(vacc5x0213, vacc5x4657);
    const __m256i vacc6x02461357 = _mm256_hadd_epi32(vacc6x0213, vacc6x4657);

    const __m256i vpermute_mask = _mm256_set_epi32(7, 3, 6, 2, 5, 1, 4, 0);
    __m256i vacc0x01234567 = _mm256_permutevar8x32_epi32(vacc0x02461357, vpermute_mask);
    __m256i vacc1x01234567 = _mm256_permutevar8x32_epi32(vacc1x02461357, vpermute_mask);
    __m256i vacc2x01234567 = _mm256_permutevar8x32_epi32(vacc2x02461357, vpermute_mask);
    __m256i vacc3x01234567 = _mm256_permutevar8x32_epi32(vacc3x02461357, vpermute_mask);
    __m256i vacc4x01234567 = _mm256_permutevar8x32_epi32(vacc4x02461357, vpermute_mask);
    __m256i vacc5x01234567 = _mm256_permutevar8x32_epi32(vacc5x02461357, vpermute_mask);
    __m256i vacc6x01234567 = _mm256_permutevar8x32_epi32(vacc6x02461357, vpermute_mask);

    __m256 vout0x01234567 = _mm256_cvtepi32_ps(vacc0x01234567);
    __m256 vout1x01234567 = _mm256_cvtepi32_ps(vacc1x01234567);
    __m256 vout2x01234567 = _mm256_cvtepi32_ps(vacc2x01234567);
    __m256 vout3x01234567 = _mm256_cvtepi32_ps(vacc3x01234567);
    __m256 vout4x01234567 = _mm256_cvtepi32_ps(vacc4x01234567);
    __m256 vout5x01234567 = _mm256_cvtepi32_ps(vacc5x01234567);
    __m256 vout6x01234567 = _mm256_cvtepi32_ps(vacc6x01234567);

    vout0x01234567 = _mm256_mul_ps(vout0x01234567, vinput_scale);
    vout1x01234567 = _mm256_mul_ps(vout1x01234567, vinput_scale);
    vout2x01234567 = _mm256_mul_ps(vout2x01234567, vinput_scale);
    vout3x01234567 = _mm256_mul_ps(vout3x01234567, vinput_scale);
    vout4x01234567 = _mm256_mul_ps(vout4x01234567, vinput_scale);
    vout5x01234567 = _mm256_mul_ps(vout5x01234567, vinput_scale);
    vout6x01234567 = _mm256_mul_ps(vout6x01234567, vinput_scale);

    const __m256 vfilter_output_scale01234567 = _mm256_load_ps((const float*) w);
    const __m256 vbias01234567 = _mm256_load_ps((const float*) w + 8);
    w = (const float*) w + 16;
    vout0x01234567 = _mm256_fmadd_ps(vout0x01234567, vfilter_output_scale01234567, vbias01234567);
    vout1x01234567 = _mm256_fmadd_ps(vout1x01234567, vfilter_output_scale01234567, vbias01234567);
    vout2x01234567 = _mm256_fmadd_ps(vout2x01234567, vfilter_output_scale01234567, vbias01234567);
    vout3x01234567 = _mm256_fmadd_ps(vout3x01234567, vfilter_output_scale01234567, vbias01234567);
    vout4x01234567 = _mm256_fmadd_ps(vout4x01234567, vfilter_output_scale01234567, vbias01234567);
    vout5x01234567 = _mm256_fmadd_ps(vout5x01234567, vfilter_output_scale01234567, vbias01234567);
    vout6x01234567 = _mm256_fmadd_ps(vout6x01234567, vfilter_output_scale01234567, vbias01234567);

    vout0x01234567 = _mm256_max_ps(vout0x01234567, vmin);
    vout1x01234567 = _mm256_max_ps(vout1x01234567, vmin);
    vout2x01234567 = _mm256_max_ps(vout2x01234567, vmin);
    vout3x01234567 = _mm256_max_ps(vout3x01234567, vmin);
    vout4x01234567 = _mm256_max_ps(vout4x01234567, vmin);
    vout5x01234567 = _mm256_max_ps(vout5x01234567, vmin);
    vout6x01234567 = _mm256_max_ps(vout6x01234567, vmin);

    vout0x01234567 = _mm256_min_ps(vout0x01234567, vmax);
    vout1x01234567 = _mm256_min_ps(vout1x01234567, vmax);
    vout2x01234567 = _mm256_min_ps(vout2x01234567, vmax);
    vout3x01234567 = _mm256_min_ps(vout3x01234567, vmax);
    vout4x01234567 = _mm256_min_ps(vout4x01234567, vmax);
    vout5x01234567 = _mm256_min_ps(vout5x01234567, vmax);
    vout6x01234567 = _mm256_min_ps(vout6x01234567, vmax);

    if XNN_LIKELY(nc >= 8) {
      _mm256_storeu_ps(c6, vout6x01234567);
      c6 = (float*) ((uintptr_t) c6 + cn_stride);
      _mm256_storeu_ps(c5, vout5x01234567);
      c5 = (float*) ((uintptr_t) c5 + cn_stride);
      _mm256_storeu_ps(c4, vout4x01234567);
      c4 = (float*) ((uintptr_t) c4 + cn_stride);
      _mm256_storeu_ps(c3, vout3x01234567);
      c3 = (float*) ((uintptr_t) c3 + cn_stride);
      _mm256_storeu_ps(c2, vout2x01234567);
      c2 = (float*) ((uintptr_t) c2 + cn_stride);
      _mm256_storeu_ps(c1, vout1x01234567);
      c1 = (float*) ((uintptr_t) c1 + cn_stride);
      _mm256_storeu_ps(c0, vout0x01234567);
      c0 = (float*) ((uintptr_t) c0 + cn_stride);

      a = (const int8_t**restrict) ((uintptr_t) a - ks);
      nc -= 8;
    } else {
      // Prepare mask for valid 32-bit elements (depends on nc).
      const __mmask8 vmask = _cvtu32_mask8((UINT32_C(1) << nc) - 1);
      _mm256_mask_storeu_ps(c6, vmask, vout6x01234567);
      _mm256_mask_storeu_ps(c5, vmask, vout5x01234567);
      _mm256_mask_storeu_ps(c4, vmask, vout4x01234567);
      _mm256_mask_storeu_ps(c3, vmask, vout3x01234567);
      _mm256_mask_storeu_ps(c2, vmask, vout2x01234567);
      _mm256_mask_storeu_ps(c1, vmask, vout1x01234567);
      _mm256_mask_storeu_ps(c0, vmask, vout0x01234567);
      nc = 0;
    }
  } while (nc != 0);
}