OpenBLAS/kernel/generic/gemmkernel_2x2.c

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#include "common.h"
#if (defined(BFLOAT16) || defined(BFLOAT16_ONLY))&& defined(BFLOAT16CONVERSION)
static float
bfloat16tof32 (bfloat16 f16)
{
  float result = 0;
  unsigned short* q = (unsigned short*)(&result);
#if __BYTE_ORDER__ == __ORDER_BIG_ENDIAN__
  q[0] = f16;
#else
  q[1] = f16;
#endif
  return result;
}

static bfloat16 f32tobfloat16(float f32) {
  unsigned short *q = (unsigned short *)(&f32);
#if __BYTE_ORDER__ == __ORDER_BIG_ENDIAN__
  return q[0];
#else
  return q[1];
#endif
}

#define BF16TOF32(x) (bfloat16tof32(x))
#define F32TOBF16(x) (f32tobfloat16(x))
#else
#define BF16TOF32(x) x
#define F32TOBF16(x) x
#endif

#ifdef BFLOAT16_ONLY
int CNAME(BLASLONG bm,BLASLONG bn,BLASLONG bk, float alpha,IFLOAT* ba,IFLOAT* bb,FLOAT* C,BLASLONG ldc
#else
int CNAME(BLASLONG bm,BLASLONG bn,BLASLONG bk,FLOAT alpha,IFLOAT* ba,IFLOAT* bb,FLOAT* C,BLASLONG ldc
#endif
  #ifdef TRMMKERNEL
		,BLASLONG offset
#endif
		)
{
   BLASLONG i,j,k;
   FLOAT *C0,*C1;
   IFLOAT *ptrba,*ptrbb;
   FLOAT res0,res1,res2,res3;
   IFLOAT load0,load1,load2,load3,load4,load5,load6,load7;
   for (j=0; j<bn/2; j+=1)
     {
        C0 = C;
        C1 = C0+ldc;
        ptrba = ba;
        for (i=0; i<bm/2; i+=1)
          {
             ptrbb = bb;
             res0 = 0;
             res1 = 0;
             res2 = 0;
             res3 = 0;
             for (k=0; k<bk/4; k+=1)
               {
                  load0 = ptrba[2*0+0];
                  load1 = ptrbb[2*0+0];
                  res0 = res0+BF16TOF32(load0)*BF16TOF32(load1);
                  load2 = ptrba[2*0+1];
                  res1 = res1+BF16TOF32(load2)*BF16TOF32(load1);
                  load3 = ptrbb[2*0+1];
                  res2 = res2+BF16TOF32(load0)*BF16TOF32(load3);
                  res3 = res3+BF16TOF32(load2)*BF16TOF32(load3);
                  load4 = ptrba[2*1+0];
                  load5 = ptrbb[2*1+0];
                  res0 = res0+BF16TOF32(load4)*BF16TOF32(load5);
                  load6 = ptrba[2*1+1];
                  res1 = res1+BF16TOF32(load6)*BF16TOF32(load5);
                  load7 = ptrbb[2*1+1];
                  res2 = res2+BF16TOF32(load4)*BF16TOF32(load7);
                  res3 = res3+BF16TOF32(load6)*BF16TOF32(load7);
                  load0 = ptrba[2*2+0];
                  load1 = ptrbb[2*2+0];
                  res0 = res0+BF16TOF32(load0)*BF16TOF32(load1);
                  load2 = ptrba[2*2+1];
                  res1 = res1+BF16TOF32(load2)*BF16TOF32(load1);
                  load3 = ptrbb[2*2+1];
                  res2 = res2+BF16TOF32(load0)*BF16TOF32(load3);
                  res3 = res3+BF16TOF32(load2)*BF16TOF32(load3);
                  load4 = ptrba[2*3+0];
                  load5 = ptrbb[2*3+0];
                  res0 = res0+BF16TOF32(load4)*BF16TOF32(load5);
                  load6 = ptrba[2*3+1];
                  res1 = res1+BF16TOF32(load6)*BF16TOF32(load5);
                  load7 = ptrbb[2*3+1];
                  res2 = res2+BF16TOF32(load4)*BF16TOF32(load7);
                  res3 = res3+BF16TOF32(load6)*BF16TOF32(load7);
                  ptrba = ptrba+8;
                  ptrbb = ptrbb+8;
               }
             for (k=0; k<(bk&3); k+=1)
               {
                  load0 = ptrba[2*0+0];
                  load1 = ptrbb[2*0+0];
                  res0 = res0+BF16TOF32(load0)*BF16TOF32(load1);
                  load2 = ptrba[2*0+1];
                  res1 = res1+BF16TOF32(load2)*BF16TOF32(load1);
                  load3 = ptrbb[2*0+1];
                  res2 = res2+BF16TOF32(load0)*BF16TOF32(load3);
                  res3 = res3+BF16TOF32(load2)*BF16TOF32(load3);
                  ptrba = ptrba+2;
                  ptrbb = ptrbb+2;
               }
             res0 = res0*alpha;
             C0[0] = F32TOBF16(BF16TOF32(C0[0])+res0);
             //printf("i = %d, j = %d, r = %.2f\n", i, j , BF16TOF32(C0[0]));
             res1 = res1*alpha;
             C0[1] = F32TOBF16(BF16TOF32(C0[1])+res1);
             //printf("i = %d, j = %d, r = %.2f\n", i, j , BF16TOF32(C0[1]));
             res2 = res2*alpha;
             C1[0] = F32TOBF16(BF16TOF32(C1[0])+res2);
             //printf("i = %d, j = %d, r = %.2f\n", i, j , BF16TOF32(C1[0]));
             res3 = res3*alpha;
             C1[1] = F32TOBF16(BF16TOF32(C1[1])+res3);
             //printf("i = %d, j = %d, r = %.2f\n", i, j , BF16TOF32(C1[1]));
             C0 = C0+2;
             C1 = C1+2;
          }
        for (i=0; i<(bm&1); i+=1)
          {
             ptrbb = bb;
             res0 = 0;
             res1 = 0;
             for (k=0; k<bk; k+=1)
               {
                  load0 = ptrba[0+0];
                  load1 = ptrbb[2*0+0];
                  res0 = res0+BF16TOF32(load0)*BF16TOF32(load1);
                  load2 = ptrbb[2*0+1];
                  res1 = res1+BF16TOF32(load0)*BF16TOF32(load2);
                  ptrba = ptrba+1;
                  ptrbb = ptrbb+2;
               }
             res0 = res0*alpha;
             C0[0] = F32TOBF16(BF16TOF32(C0[0])+res0);
             //printf("i = %d, j = %d, r = %.2f\n", i, j , BF16TOF32(C0[0]));
             res1 = res1*alpha;
             C1[0] = F32TOBF16(BF16TOF32(C1[1])+res1);
             //printf("i = %d, j = %d, r = %.2f\n", i, j , BF16TOF32(C1[0]));
             C0 = C0+1;
             C1 = C1+1;
          }
        k = (bk<<1);
        bb = bb+k;
        i = (ldc<<1);
        C = C+i;
     }
   for (j=0; j<(bn&1); j+=1)
     {
        C0 = C;
        ptrba = ba;
        for (i=0; i<bm/2; i+=1)
          {
             ptrbb = bb;
             res0 = 0;
             res1 = 0;
             for (k=0; k<bk; k+=1)
               {
                  load0 = ptrba[2*0+0];
                  load1 = ptrbb[0+0];
                  res0 = res0+BF16TOF32(load0)*BF16TOF32(load1);
                  load2 = ptrba[2*0+1];
                  res1 = res1+BF16TOF32(load2)*BF16TOF32(load1);
                  ptrba = ptrba+2;
                  ptrbb = ptrbb+1;
               }
             res0 = res0*alpha;
             C0[0] = F32TOBF16(BF16TOF32(C0[0])+res0);
             //printf("i = %d, j = %d, r = %.2f\n", i, j , BF16TOF32(C0[0]));
             res1 = res1*alpha;
             C0[1] = F32TOBF16(BF16TOF32(C0[1])+res1);
             //printf("i = %d, j = %d, r = %.2f\n", i, j , BF16TOF32(C0[1]));
             C0 = C0+2;
          }
        for (i=0; i<(bm&1); i+=1)
          {
             ptrbb = bb;
             res0 = 0;
             for (k=0; k<bk; k+=1)
               {
                  load0 = ptrba[0+0];
                  load1 = ptrbb[0+0];
                  res0 = res0+BF16TOF32(load0)*BF16TOF32(load1);
                  ptrba = ptrba+1;
                  ptrbb = ptrbb+1;
               }
             res0 = res0*alpha;
             C0[0] = F32TOBF16(BF16TOF32(C0[0])+res0);
             //printf("i = %d, j = %d, r = %.2f\n", i, j , BF16TOF32(C0[0]));
             C0 = C0+1;
          }
        k = (bk<<0);
        bb = bb+k;
        C = C+ldc;
     }
   return 0;
}