OpenBLAS/kernel/power/sbgemv_common.c

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#ifndef SBGEMV_COMMON_C
#define SBGEMV_COMMON_C
#include "gemm_common.c"

#if __BYTE_ORDER__ == __ORDER_BIG_ENDIAN__
#define BF16_HI(data, zero)     (vec_f32)vec_mergeh(data, zero)
#define BF16_LO(data, zero)     (vec_f32)vec_mergel(data, zero)
#else
#define BF16_HI(data, zero)     (vec_f32)vec_mergeh(zero, data)
#define BF16_LO(data, zero)     (vec_f32)vec_mergel(zero, data)
#endif

FORCEINLINE vec_f32 vec_loadNHi(void *src, BLASLONG n, vec_bf16 zero)
{
  vec_bf16 data = vec_loadN(src, n);
  return BF16_HI(data, zero);
}

FORCEINLINE vec_f32 vec_mult(vec_f32 *inp, vec_bf16 in0, vec_bf16 zero)
{
  vec_f32 v_in00 = BF16_HI(in0, zero);
  vec_f32 v_in01 = BF16_LO(in0, zero);

  return (inp[0] * v_in00) + (inp[1] * v_in01);
}

FORCEINLINE vec_f32 vec_load_mult(vec_bf16 *in, vec_f32 *inp, vec_bf16 zero)
{
  vec_bf16 in0 = (vec_bf16)vec_load_vec(in);

  return vec_mult(inp, in0, zero);
}

FORCEINLINE void vec_load_vec2(vec_bf16 *in, vec_f32 *v_x0, vec_bf16 zero)
{
  vec_bf16 inp = (vec_bf16)vec_load_vec(in);

  v_x0[0] = BF16_HI(inp, zero);
  v_x0[1] = BF16_LO(inp, zero);
}

FORCEINLINE void vec_mult2(vec_f32 v_x0, vec_bf16 in0, vec_bf16 zero, vec_f32 *vy0)
{
  vec_f32 v_in00 = BF16_HI(in0, zero);
  vec_f32 v_in01 = BF16_LO(in0, zero);

  vy0[0] += (v_x0 * v_in00);
  vy0[1] += (v_x0 * v_in01);
}

FORCEINLINE void vec_load_mult2(vec_f32 v_x0, vec_bf16 *in, vec_bf16 zero, vec_f32 *vy0)
{
  vec_bf16 in0 = (vec_bf16)vec_load_vec(in);

  vec_mult2(v_x0, in0, zero, vy0);
}

FORCEINLINE vec_f32 vec_loadN_mult(vec_bf16 *in, vec_f32 *inp, BLASLONG n, vec_bf16 zero)
{
  vec_bf16 in0 = vec_loadN(in, n);

  return vec_mult(inp, in0, zero);
}

FORCEINLINE void vec_loadN_vec2(vec_bf16 *in, vec_f32 *v_x0, BLASLONG n, vec_bf16 zero)
{
  vec_bf16 inp = vec_loadN(in, n);

  v_x0[0] = BF16_HI(inp, zero);
  v_x0[1] = BF16_LO(inp, zero);
}

FORCEINLINE void vec_loadN_mult2(vec_f32 v_x0, vec_bf16 *in, BLASLONG n, vec_bf16 zero, vec_f32 *vy0)
{
  vec_bf16 in0 = vec_loadN(in, n);

  vec_mult2(v_x0, in0, zero, vy0);
}

FORCEINLINE vec_f32 vec_loadNHi_mult(vec_bf16 *in, vec_f32 v_inp0, BLASLONG n, vec_bf16 zero)
{
  vec_f32 v_in00 = vec_loadNHi(in, n, zero);

  return (v_inp0 * v_in00);
}

FORCEINLINE void copy_x(BLASLONG n, IFLOAT *src, IFLOAT *dest, BLASLONG inc_src)
{
  for (BLASLONG i = 0; i < n; i++) {
    *dest++ = *src;
    src += inc_src;
  }
}

FORCEINLINE void copy_y_beta(BLASLONG n, FLOAT *src, FLOAT *dest, BLASLONG inc_src, FLOAT beta)
{
  if (beta == (FLOAT)0) {
    memset(dest, 0, n * sizeof(FLOAT));
  } else if (beta == (FLOAT)1) {
    for (BLASLONG i = 0; i < n; i++) {
      *dest++ = *src;
      src += inc_src;
    }
  } else {
    for (BLASLONG i = 0; i < n; i++) {
      *dest++ = *src * beta;
      src += inc_src;
    }
  }
}

FORCEINLINE void move_y(BLASLONG n, FLOAT *src, FLOAT *dest, BLASLONG inc_dest)
{
  for (BLASLONG i = 0; i < n; i++) {
    *dest = *src++;
    dest += inc_dest;
  }
}

FORCEINLINE void copy_y(BLASLONG n, FLOAT *src, FLOAT *dest, BLASLONG inc_src, FLOAT beta)
{
  if (beta == (FLOAT)0) {
    move_y(n, src, dest, inc_src);
  } else if (beta == (FLOAT)1) {
    for (BLASLONG i = 0; i < n; i++) {
      *dest += *src++;
      dest += inc_src;
    }
  } else {
    for (BLASLONG i = 0; i < n; i++) {
      *dest = *src++ + (beta * *dest);
      dest += inc_src;
    }
  }
}

static void BF16GEMV_N_beta(BLASLONG n, FLOAT *output_vector, FLOAT *input_vector, FLOAT beta)
{
  if (beta == (FLOAT)0) {
    memset(output_vector, 0, sizeof(FLOAT) * n);
  } else if (beta == (FLOAT)1) {
    if (output_vector != input_vector) {
      memcpy(output_vector, input_vector, sizeof(FLOAT) * n);
    }
  } else {
    vec_f32 b = { beta, beta, beta, beta };

    vec_f32 *in = (vec_f32 *)input_vector;
    vec_f32 *out = (vec_f32 *)output_vector;

    BLASLONG n8 = n / 8;
    BLASLONG i = 0;
    vec_f32 v_inp0[2];

    for (; i + 4 <= n8; i += 4) {
      vec_f32 v_inp1[2], v_inp2[2], v_inp3[2];
      vec_load_pair(v_inp0, &in[(i * 2) + 0]);
      vec_load_pair(v_inp1, &in[(i * 2) + 2]);
      vec_load_pair(v_inp2, &in[(i * 2) + 4]);
      vec_load_pair(v_inp3, &in[(i * 2) + 6]);
      v_inp0[0] *= b;
      v_inp0[1] *= b;
      v_inp1[0] *= b;
      v_inp1[1] *= b;
      v_inp2[0] *= b;
      v_inp2[1] *= b;
      v_inp3[0] *= b;
      v_inp3[1] *= b;
      vec_store_pair(&out[(i * 2) + 0], v_inp0);
      vec_store_pair(&out[(i * 2) + 2], v_inp1);
      vec_store_pair(&out[(i * 2) + 4], v_inp2);
      vec_store_pair(&out[(i * 2) + 6], v_inp3);
    }

    for (; i < n8; i++) {
      vec_load_pair(v_inp0, &in[(i * 2) + 0]);
      v_inp0[0] *= b;
      v_inp0[1] *= b;
      vec_store_pair(&out[(i * 2) + 0], v_inp0);
    }

    n &= 7;
    if (n > 4) {
      BLASLONG n3 = n & 3;
      vec_loadN2_f32(v_inp0, &in[(i * 2) + 0], n3);
      v_inp0[0] *= b;
      v_inp0[1] *= b;
      vec_storeN2_f32(v_inp0, &out[(i * 2) + 0], n3);
    } else if (n) {
      v_inp0[0] = vec_loadN_f32(&in[(i * 2) + 0], n);
      v_inp0[0] *= b;
      vec_storeN_f32(v_inp0[0], &out[(i * 2) + 0], n);
    }
  }
}
#endif