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Faster Q5_K on CUDA

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This commit is contained in:
Iwan Kawrakow 2023-07-23 09:42:36 +03:00
parent d2a43664f9
commit ec6d3d62a6
1 changed files with 15 additions and 6 deletions
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21
ggml-cuda.cu
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@ -1613,11 +1613,20 @@ static __device__ __forceinline__ float vec_dot_q5_K_q8_1(
const int vh = (*((int *) &bq5_K->qh[sizeof(int) * (iqs % (QI5_K/4))])) >> bq8_offset; const int vh = (*((int *) &bq5_K->qh[sizeof(int) * (iqs % (QI5_K/4))])) >> bq8_offset;
for (int i = 0; i < QR5_K; ++i) { const uint16_t * scales = (const uint16_t *)bq5_K->scales;
const int isc = bq8_offset + i; uint16_t aux[2];
const int j = bq8_offset/2;
if (j < 2) {
aux[0] = scales[j+0] & 0x3f3f;
aux[1] = scales[j+2] & 0x3f3f;
} else {
aux[0] = ((scales[j+2] >> 0) & 0x0f0f) | ((scales[j-2] & 0xc0c0) >> 2);
aux[1] = ((scales[j+2] >> 4) & 0x0f0f) | ((scales[j-0] & 0xc0c0) >> 2);
}
const uint8_t * sc = (const uint8_t *)aux;
const uint8_t * m = sc + 2;
uint8_t sc, m; for (int i = 0; i < QR5_K; ++i) {
get_scale_min_k4(isc, bq5_K->scales, sc, m);
const block_q8_1 * bq8i = bq8_1 + bq8_offset + i; const block_q8_1 * bq8i = bq8_1 + bq8_offset + i;
const int ui = *((int*) &bq8i->qs[sizeof(int) * (iqs % QI8_1)]); const int ui = *((int*) &bq8i->qs[sizeof(int) * (iqs % QI8_1)]);
@ -1629,8 +1638,8 @@ static __device__ __forceinline__ float vec_dot_q5_K_q8_1(
const int vi = vil | vih; const int vi = vil | vih;
sumf_d += d8i * (__dp4a(vi, ui, 0) * sc); // SIMD dot product sumf_d += d8i * (__dp4a(vi, ui, 0) * sc[i]); // SIMD dot product
sumf_m += d8i * (__dp4a(0x01010101, ui, 0) * m); // multiply constant part of q5_K with sum of q8_1 values sumf_m += d8i * (__dp4a(0x01010101, ui, 0) * m[i]); // multiply constant part of q5_K with sum of q8_1 values
} }
return d*sumf_d - dmin*sumf_m; return d*sumf_d - dmin*sumf_m;