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21 changes: 9 additions & 12 deletions ggml/src/ggml-cpu/llamafile/sgemm.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -881,27 +881,24 @@ class tinyBLAS_Q0_AVX {
__m128 da = _mm_set1_ps(unhalf((A[lda * (ii + i) + l].d)));
// Computation of product of delta values for four blocks and replicate it across 256 bit lane
__m256 dvec = _mm256_castps128_ps256(_mm_mul_ps(da, db));
__m256i avec = load(A + lda * (ii + i) + l);
dvec = _mm256_permute2f128_ps(dvec ,dvec, 0);
// Computation of dot product and multiplication with appropriate delta value products
Cv[0][i] = madd(_mm256_shuffle_ps(dvec, dvec, 0),
updot(_mm256_sign_epi8(load(A + lda * (ii + i) + l),
load(A + lda * (ii + i) + l)),
_mm256_sign_epi8(bvec0, load(A + lda * (ii + i) + l))),
updot(_mm256_sign_epi8(avec, avec),
_mm256_sign_epi8(bvec0, avec)),
Cv[0][i]);
Cv[1][i] = madd(_mm256_shuffle_ps(dvec, dvec, 85),
updot(_mm256_sign_epi8(load(A + lda * (ii + i) + l),
load(A + lda * (ii + i) + l)),
_mm256_sign_epi8(bvec1, load(A + lda * (ii + i) + l))),
updot(_mm256_sign_epi8(avec, avec),
_mm256_sign_epi8(bvec1, avec)),
Cv[1][i]);
Cv[2][i] = madd(_mm256_shuffle_ps(dvec, dvec, 170),
updot(_mm256_sign_epi8(load(A + lda * (ii + i) + l),
load(A + lda * (ii + i) + l)),
_mm256_sign_epi8(bvec2, load(A + lda * (ii + i) + l))),
updot(_mm256_sign_epi8(avec, avec),
_mm256_sign_epi8(bvec2, avec)),
Cv[2][i]);
Cv[3][i] = madd(_mm256_shuffle_ps(dvec, dvec, 255),
updot(_mm256_sign_epi8(load(A + lda * (ii + i) + l),
load(A + lda * (ii + i) + l)),
_mm256_sign_epi8(bvec3, load(A + lda * (ii + i) + l))),
updot(_mm256_sign_epi8(avec, avec),
_mm256_sign_epi8(bvec3, avec)),
Cv[3][i]);
}
}
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