xref: /aosp_15_r20/external/XNNPACK/src/qu8-gemm/gen/4x4c2-minmax-fp32-sse2-ld64.c (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)

// Auto-generated file. Do not edit!
//   Template: src/qs8-gemm/MRx4c2-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 <emmintrin.h>

#include <xnnpack/gemm.h>
#include <xnnpack/math.h>
#include <xnnpack/unaligned.h>



void xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2__sse2_ld64(
    size_t mr,
    size_t nc,
    size_t kc,
    const uint8_t* restrict a,
    size_t a_stride,
    const void* restrict w,
    uint8_t* restrict c,
    size_t cm_stride,
    size_t cn_stride,
    const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
  assert(mr != 0);
  assert(mr <= 4);
  assert(nc != 0);
  assert(kc != 0);
  assert(kc % sizeof(uint8_t) == 0);
  assert(a != NULL);
  assert(w != NULL);
  assert(c != NULL);

  kc = round_up_po2(kc, 2 * sizeof(uint8_t));
  const uint8_t* a0 = a;
  uint8_t* c0 = c;
  const uint8_t* a1 = (const uint8_t*) ((uintptr_t) a0 + a_stride);
  uint8_t* c1 = (uint8_t*) ((uintptr_t) c0 + cm_stride);
  if XNN_UNPREDICTABLE(mr < 2) {
    a1 = a0;
    c1 = c0;
  }
  const uint8_t* a2 = (const uint8_t*) ((uintptr_t) a1 + a_stride);
  uint8_t* c2 = (uint8_t*) ((uintptr_t) c1 + cm_stride);
  if XNN_UNPREDICTABLE(mr <= 2) {
    a2 = a1;
    c2 = c1;
  }
  const uint8_t* a3 = (const uint8_t*) ((uintptr_t) a2 + a_stride);
  uint8_t* c3 = (uint8_t*) ((uintptr_t) c2 + cm_stride);
  if XNN_UNPREDICTABLE(mr != 4) {
    a3 = a2;
    c3 = c2;
  }

  do {
    __m128i vacc0x0123 = _mm_loadu_si128((const __m128i*) w);
    __m128i vacc1x0123 = vacc0x0123;
    __m128i vacc2x0123 = vacc0x0123;
    __m128i vacc3x0123 = vacc0x0123;
    w = (const void*) ((const int32_t*) w + 4);

    size_t k = kc;
    const __m128i vb_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse2.kernel_zero_point);
    const __m128i vzero = _mm_setzero_si128();
    while (k >= 8 * sizeof(uint8_t)) {
      const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0);
      const __m128i vxa0 = _mm_unpacklo_epi8(va0, vzero);
      a0 += 8;
      const __m128i va1 = _mm_loadl_epi64((const __m128i*) a1);
      const __m128i vxa1 = _mm_unpacklo_epi8(va1, vzero);
      a1 += 8;
      const __m128i va2 = _mm_loadl_epi64((const __m128i*) a2);
      const __m128i vxa2 = _mm_unpacklo_epi8(va2, vzero);
      a2 += 8;
      const __m128i va3 = _mm_loadl_epi64((const __m128i*) a3);
      const __m128i vxa3 = _mm_unpacklo_epi8(va3, vzero);
      a3 += 8;

      const __m128i vb0 = _mm_loadl_epi64((const __m128i*) w);
      const __m128i vxb0 = _mm_sub_epi16(_mm_unpacklo_epi8(vb0, vzero), vb_zero_point);

      vacc0x0123 = _mm_add_epi32(vacc0x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
      vacc1x0123 = _mm_add_epi32(vacc1x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
      vacc2x0123 = _mm_add_epi32(vacc2x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
      vacc3x0123 = _mm_add_epi32(vacc3x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa3, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
      const __m128i vb1 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 8));
      const __m128i vxb1 = _mm_sub_epi16(_mm_unpacklo_epi8(vb1, vzero), vb_zero_point);

      vacc0x0123 = _mm_add_epi32(vacc0x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
      vacc1x0123 = _mm_add_epi32(vacc1x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
      vacc2x0123 = _mm_add_epi32(vacc2x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
      vacc3x0123 = _mm_add_epi32(vacc3x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa3, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
      const __m128i vb2 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 16));
      const __m128i vxb2 = _mm_sub_epi16(_mm_unpacklo_epi8(vb2, vzero), vb_zero_point);

      vacc0x0123 = _mm_add_epi32(vacc0x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
      vacc1x0123 = _mm_add_epi32(vacc1x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
      vacc2x0123 = _mm_add_epi32(vacc2x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
      vacc3x0123 = _mm_add_epi32(vacc3x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa3, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
      const __m128i vb3 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 24));
      const __m128i vxb3 = _mm_sub_epi16(_mm_unpacklo_epi8(vb3, vzero), vb_zero_point);

      vacc0x0123 = _mm_add_epi32(vacc0x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(3, 3, 3, 3)), vxb3));
      vacc1x0123 = _mm_add_epi32(vacc1x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(3, 3, 3, 3)), vxb3));
      vacc2x0123 = _mm_add_epi32(vacc2x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(3, 3, 3, 3)), vxb3));
      vacc3x0123 = _mm_add_epi32(vacc3x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa3, _MM_SHUFFLE(3, 3, 3, 3)), vxb3));

      w = (const void*) ((const uint8_t*) w + 32);
      k -= 8 * sizeof(uint8_t);
    }
    if (k != 0) {
      const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0);
      const __m128i vxa0 = _mm_unpacklo_epi8(va0, vzero);
      a0 = (const uint8_t*) ((uintptr_t) a0 + k);
      const __m128i va1 = _mm_loadl_epi64((const __m128i*) a1);
      const __m128i vxa1 = _mm_unpacklo_epi8(va1, vzero);
      a1 = (const uint8_t*) ((uintptr_t) a1 + k);
      const __m128i va2 = _mm_loadl_epi64((const __m128i*) a2);
      const __m128i vxa2 = _mm_unpacklo_epi8(va2, vzero);
      a2 = (const uint8_t*) ((uintptr_t) a2 + k);
      const __m128i va3 = _mm_loadl_epi64((const __m128i*) a3);
      const __m128i vxa3 = _mm_unpacklo_epi8(va3, vzero);
      a3 = (const uint8_t*) ((uintptr_t) a3 + k);

      const __m128i vb0 = _mm_loadl_epi64((const __m128i*) w);
      const __m128i vxb0 = _mm_sub_epi16(_mm_unpacklo_epi8(vb0, vzero), vb_zero_point);
      w = (const void*) ((const uint8_t*) w + 8);

      vacc0x0123 = _mm_add_epi32(vacc0x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
      vacc1x0123 = _mm_add_epi32(vacc1x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
      vacc2x0123 = _mm_add_epi32(vacc2x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
      vacc3x0123 = _mm_add_epi32(vacc3x0123,
        _mm_madd_epi16(_mm_shuffle_epi32(vxa3, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));

      if (k > 2 * sizeof(uint8_t)) {
        const __m128i vb1 = _mm_loadl_epi64((const __m128i*) w);
        const __m128i vxb1 = _mm_sub_epi16(_mm_unpacklo_epi8(vb1, vzero), vb_zero_point);
        w = (const void*) ((const uint8_t*) w + 8);

        vacc0x0123 = _mm_add_epi32(vacc0x0123,
          _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
        vacc1x0123 = _mm_add_epi32(vacc1x0123,
          _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
        vacc2x0123 = _mm_add_epi32(vacc2x0123,
          _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
        vacc3x0123 = _mm_add_epi32(vacc3x0123,
          _mm_madd_epi16(_mm_shuffle_epi32(vxa3, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));

        if (k > 4 * sizeof(uint8_t)) {
          const __m128i vb2 = _mm_loadl_epi64((const __m128i*) w);
          const __m128i vxb2 = _mm_sub_epi16(_mm_unpacklo_epi8(vb2, vzero), vb_zero_point);
          w = (const void*) ((const uint8_t*) w + 8);

          vacc0x0123 = _mm_add_epi32(vacc0x0123,
            _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
          vacc1x0123 = _mm_add_epi32(vacc1x0123,
            _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
          vacc2x0123 = _mm_add_epi32(vacc2x0123,
            _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
          vacc3x0123 = _mm_add_epi32(vacc3x0123,
            _mm_madd_epi16(_mm_shuffle_epi32(vxa3, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
        }
      }
    }

    __m128 vscaled0x0123 = _mm_cvtepi32_ps(vacc0x0123);
    __m128 vscaled1x0123 = _mm_cvtepi32_ps(vacc1x0123);
    __m128 vscaled2x0123 = _mm_cvtepi32_ps(vacc2x0123);
    __m128 vscaled3x0123 = _mm_cvtepi32_ps(vacc3x0123);

    const __m128 vscale = _mm_load_ps(params->fp32_sse2.scale);
    vscaled0x0123 = _mm_mul_ps(vscaled0x0123, vscale);
    vscaled1x0123 = _mm_mul_ps(vscaled1x0123, vscale);
    vscaled2x0123 = _mm_mul_ps(vscaled2x0123, vscale);
    vscaled3x0123 = _mm_mul_ps(vscaled3x0123, vscale);

    const __m128 voutput_max_less_zero_point = _mm_load_ps(params->fp32_sse2.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);
    vscaled3x0123 = _mm_min_ps(vscaled3x0123, voutput_max_less_zero_point);

    vacc0x0123 = _mm_cvtps_epi32(vscaled0x0123);
    vacc1x0123 = _mm_cvtps_epi32(vscaled1x0123);
    vacc2x0123 = _mm_cvtps_epi32(vscaled2x0123);
    vacc3x0123 = _mm_cvtps_epi32(vscaled3x0123);

    const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse2.output_zero_point);
    __m128i vacc01x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0x0123, vacc1x0123), voutput_zero_point);
    __m128i vacc23x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc2x0123, vacc3x0123), voutput_zero_point);

    __m128i vout = _mm_packus_epi16(vacc01x0123, vacc23x0123);

    vout = _mm_max_epu8(vout, _mm_load_si128((const __m128i*) params->fp32_sse2.output_min));

    if (nc >= 4) {
      unaligned_store_u32(c0, (uint32_t) _mm_cvtsi128_si32(vout));
      vout = _mm_shuffle_epi32(vout, _MM_SHUFFLE(0, 3, 2, 1));
      unaligned_store_u32(c1, (uint32_t) _mm_cvtsi128_si32(vout));
      vout = _mm_shuffle_epi32(vout, _MM_SHUFFLE(0, 3, 2, 1));
      unaligned_store_u32(c2, (uint32_t) _mm_cvtsi128_si32(vout));
      vout = _mm_shuffle_epi32(vout, _MM_SHUFFLE(0, 3, 2, 1));
      unaligned_store_u32(c3, (uint32_t) _mm_cvtsi128_si32(vout));

      c0 = (uint8_t*) ((uintptr_t) c0 + cn_stride);
      c1 = (uint8_t*) ((uintptr_t) c1 + cn_stride);
      c2 = (uint8_t*) ((uintptr_t) c2 + cn_stride);
      c3 = (uint8_t*) ((uintptr_t) c3 + cn_stride);

      a0 = (const uint8_t*) ((uintptr_t) a0 - kc);
      a1 = (const uint8_t*) ((uintptr_t) a1 - kc);
      a2 = (const uint8_t*) ((uintptr_t) a2 - kc);
      a3 = (const uint8_t*) ((uintptr_t) a3 - kc);

      nc -= 4;
    } else {
      if (nc & 2) {
        unaligned_store_u16(c0, (uint16_t) _mm_extract_epi16(vout, 0));
        c0 += 2;
        unaligned_store_u16(c1, (uint16_t) _mm_extract_epi16(vout, 2));
        c1 += 2;
        unaligned_store_u16(c2, (uint16_t) _mm_extract_epi16(vout, 4));
        c2 += 2;
        unaligned_store_u16(c3, (uint16_t) _mm_extract_epi16(vout, 6));
        c3 += 2;
        vout = _mm_srli_epi32(vout, 16);
      }
      if (nc & 1) {
        *c0 = (uint8_t) _mm_cvtsi128_si32(vout);
        *c1 = (uint8_t) _mm_extract_epi16(vout, 2);
        *c2 = (uint8_t) _mm_extract_epi16(vout, 4);
        *c3 = (uint8_t) _mm_extract_epi16(vout, 6);
      }

      nc = 0;
    }
  } while (nc != 0);
}