text: // Auto-generated file. Do not edit!
  //   Template: src/qs8-gemm/MRx4c8-sse.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 <smmintrin.h>
  
  #include <xnnpack/gemm.h>
  #include <xnnpack/math.h>
  
  
  void xnn_qc8_gemm_minmax_fp32_ukernel_3x4c8__avx_ld128(
      size_t mr,
      size_t nc,
      size_t kc,
      const int8_t* restrict a,
      size_t a_stride,
      const void* restrict w,
      int8_t* restrict c,
      size_t cm_stride,
      size_t cn_stride,
      const union xnn_qs8_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
  {
    assert(mr != 0);
    assert(mr <= 3);
    assert(nc != 0);
    assert(kc != 0);
    assert(kc % sizeof(int8_t) == 0);
    assert(a != NULL);
    assert(w != NULL);
    assert(c != NULL);
  
    kc = round_up_po2(kc, 8);
    const int8_t* a0 = a;
    int8_t* c0 = c;
    const int8_t* a1 = (const int8_t*) ((uintptr_t) a0 + a_stride);
    int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride);
    if XNN_UNPREDICTABLE(mr < 2) {
      a1 = a0;
      c1 = c0;
    }
    const int8_t* a2 = (const int8_t*) ((uintptr_t) a1 + a_stride);
    int8_t* c2 = (int8_t*) ((uintptr_t) c1 + cm_stride);
    if XNN_UNPREDICTABLE(mr <= 2) {
      a2 = a1;
      c2 = c1;
    }
  
    do {
      __m128i vacc0x0 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[0]);
      __m128i vacc0x1 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[1]);
      __m128i vacc0x2 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[2]);
      __m128i vacc0x3 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[3]);
      __m128i vacc1x0 = vacc0x0;
      __m128i vacc1x1 = vacc0x1;
      __m128i vacc1x2 = vacc0x2;
      __m128i vacc1x3 = vacc0x3;
      __m128i vacc2x0 = vacc0x0;
      __m128i vacc2x1 = vacc0x1;
      __m128i vacc2x2 = vacc0x2;
      __m128i vacc2x3 = vacc0x3;
      w = (const void*) ((const int32_t*) w + 4);
  
      size_t k = 0;
      while (k < kc) {
        const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0);
        const __m128i vxa0 = _mm_cvtepi8_epi16(va0);
        a0 += 8;
        const __m128i va1 = _mm_loadl_epi64((const __m128i*) a1);
        const __m128i vxa1 = _mm_cvtepi8_epi16(va1);
        a1 += 8;
        const __m128i va2 = _mm_loadl_epi64((const __m128i*) a2);
        const __m128i vxa2 = _mm_cvtepi8_epi16(va2);
        a2 += 8;
  
        const __m128i vb01 = _mm_load_si128((const __m128i*) w);
        const __m128i vxb0 = _mm_cvtepi8_epi16(vb01);
        const __m128i vxb1 = _mm_srai_epi16(_mm_unpackhi_epi8(vb01, vb01), 8);
  
        vacc0x0 = _mm_add_epi32(vacc0x0, _mm_madd_epi16(vxa0, vxb0));
        vacc0x1 = _mm_add_epi32(vacc0x1, _mm_madd_epi16(vxa0, vxb1));
        vacc1x0 = _mm_add_epi32(vacc1x0, _mm_madd_epi16(vxa1, vxb0));
        vacc1x1 = _mm_add_epi32(vacc1x1, _mm_madd_epi16(vxa1, vxb1));
        vacc2x0 = _mm_add_epi32(vacc2x0, _mm_madd_epi16(vxa2, vxb0));
        vacc2x1 = _mm_add_epi32(vacc2x1, _mm_madd_epi16(vxa2, vxb1));
        const __m128i vb23 = _mm_load_si128((const __m128i*) ((const int8_t*) w + 16));
        const __m128i vxb2 = _mm_cvtepi8_epi16(vb23);
        const __m128i vxb3 = _mm_srai_epi16(_mm_unpackhi_epi8(vb23, vb23), 8);
  
        vacc0x2 = _mm_add_epi32(vacc0x2, _mm_madd_epi16(vxa0, vxb2));
        vacc0x3 = _mm_add_epi32(vacc0x3, _mm_madd_epi16(vxa0, vxb3));
        vacc1x2 = _mm_add_epi32(vacc1x2, _mm_madd_epi16(vxa1, vxb2));
        vacc1x3 = _mm_add_epi32(vacc1x3, _mm_madd_epi16(vxa1, vxb3));
        vacc2x2 = _mm_add_epi32(vacc2x2, _mm_madd_epi16(vxa2, vxb2));
        vacc2x3 = _mm_add_epi32(vacc2x3, _mm_madd_epi16(vxa2, vxb3));
  
        w = (const void*) ((const int8_t*) w + 32);
        k += 8 * sizeof(int8_t);
      }
  
      const __m128i vacc0x01 = _mm_hadd_epi32(vacc0x0, vacc0x1);
      const __m128i vacc0x23 = _mm_hadd_epi32(vacc0x2, vacc0x3);
      const __m128i vacc1x01 = _mm_hadd_epi32(vacc1x0, vacc1x1);
      const __m128i vacc1x23 = _mm_hadd_epi32(vacc1x2, vacc1x3);
      const __m128i vacc2x01 = _mm_hadd_epi32(vacc2x0, vacc2x1);
      const __m128i vacc2x23 = _mm_hadd_epi32(vacc2x2, vacc2x3);
  
      __m128i vacc0x0123 = _mm_hadd_epi32(vacc0x01, vacc0x23);
      __m128i vacc1x0123 = _mm_hadd_epi32(vacc1x01, vacc1x23);
      __m128i vacc2x0123 = _mm_hadd_epi32(vacc2x01, vacc2x23);
  
      __m128 vscaled0x0123 = _mm_cvtepi32_ps(vacc0x0123);
      __m128 vscaled1x0123 = _mm_cvtepi32_ps(vacc1x0123);
      __m128 vscaled2x0123 = _mm_cvtepi32_ps(vacc2x0123);
  
      const __m128 vscale0123 = _mm_load_ps((const float*) w);
      w = (const void*) ((const float*) w + 4);
      vscaled0x0123 = _mm_mul_ps(vscaled0x0123, vscale0123);
      vscaled1x0123 = _mm_mul_ps(vscaled1x0123, vscale0123);
      vscaled2x0123 = _mm_mul_ps(vscaled2x0123, vscale0123);
  
      const __m128 voutput_max_less_zero_point = _mm_load_ps(params->sse4.output_max_less_zero_point);
      vscaled0x0123 = _mm_min_ps(vscaled0x0123, voutput_max_less_zero_point);
      vscaled1x0123 = _mm_min_ps(vscaled1x0123, voutput_max_less_zero_point);
      vscaled2x0123 = _mm_min_ps(vscaled2x0123, voutput_max_less_zero_point);
  
      vacc0x0123 = _mm_cvtps_epi32(vscaled0x0123);
      vacc1x0123 = _mm_cvtps_epi32(vscaled1x0123);
      vacc2x0123 = _mm_cvtps_epi32(vscaled2x0123);
  
      const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->sse4.output_zero_point);
      __m128i vacc01x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0x0123, vacc1x0123), voutput_zero_point);
      __m128i vacc22x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc2x0123, vacc2x0123), voutput_zero_point);
  
  
      __m128i vout = _mm_packs_epi16(vacc01x0123, vacc22x0123);
  
      vout = _mm_max_epi8(vout, _mm_load_si128((const __m128i*) params->sse4.output_min));
  
      if (nc >= 4) {
        *((uint32_t*) c0) = (uint32_t) _mm_cvtsi128_si32(vout);
        *((uint32_t*) c1) = (uint32_t) _mm_extract_epi32(vout, 1);
        *((uint32_t*) c2) = (uint32_t) _mm_extract_epi32(vout, 2);
  
        c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
        c1 = (int8_t*) ((uintptr_t) c1 + cn_stride);
        c2 = (int8_t*) ((uintptr_t) c2 + cn_stride);
  
        a0 = (const int8_t*) ((uintptr_t) a0 - kc);
        a1 = (const int8_t*) ((uintptr_t) a1 - kc);
        a2 = (const int8_t*) ((uintptr_t) a2 - kc);
  
        nc -= 4;
      } else {
        if (nc & 2) {
          *((uint16_t*) c0) = (uint16_t) _mm_extract_epi16(vout, 0);
          c0 += 2;
          *((uint16_t*) c1) = (uint16_t) _mm_extract_epi16(vout, 2);
          c1 += 2;
          *((uint16_t*) c2) = (uint16_t) _mm_extract_epi16(vout, 4);
          c2 += 2;
          vout = _mm_srli_epi32(vout, 16);
        }
        if (nc & 1) {
          *c0 = (int8_t) _mm_extract_epi8(vout, 0);
          *c1 = (int8_t) _mm_extract_epi8(vout, 4);
          *c2 = (int8_t) _mm_extract_epi8(vout, 8);
        }
  
        nc = 0;
      }
    } while (nc != 0);
  }
  