ver4a/llama.cpp
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ggml : fix AVX build + update to new Q8_0 format

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Georgi Gerganov 2023-04-22 11:08:12 +03:00
parent 955ef9a5d5
commit 872c365a91
3 changed files with 20 additions and 8 deletions
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ggml.c
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@ -468,6 +468,14 @@ static inline int hsum_i32_8(const __m256i a) {
return _mm_cvtsi128_si32(_mm_add_epi32(sum64, hi32));
}
// horizontally add 4 int32_t
static inline int hsum_i32_4(const __m128i a) {
const __m128i hi64 = _mm_unpackhi_epi64(a, a);
const __m128i sum64 = _mm_add_epi32(hi64, a);
const __m128i hi32 = _mm_shuffle_epi32(sum64, _MM_SHUFFLE(2, 3, 0, 1));
return _mm_cvtsi128_si32(_mm_add_epi32(sum64, hi32));
}
#if __AVX2__ || __AVX512F__
// Unpack 32 4-bit fields into 32 bytes
// The output vector contains 32 bytes, each one in [ 0 .. 15 ] interval
@ -1381,7 +1389,6 @@ static void quantize_row_q8_0(const float * restrict x, void * restrict vy, int
y[i].s1 = d * sum1;
}
#elif defined(__AVX2__) || defined(__AVX__)
// TODO !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
for (int i = 0; i < nb; i++) {
// Load elements into 4 AVX vectors
__m256 v0 = _mm256_loadu_ps( x );
@ -1460,7 +1467,8 @@ static void quantize_row_q8_0(const float * restrict x, void * restrict vy, int
// Compute the sum of the quants and set y[i].s
const __m128i s0 = _mm_add_epi32(_mm_add_epi32(ni0, ni1), _mm_add_epi32(ni2, ni3));
const __m128i s1 = _mm_add_epi32(_mm_add_epi32(ni4, ni5), _mm_add_epi32(ni6, ni7));
y[i].s = d * hsum_i32_8(_mm256_set_m128i(s1, s0));
y[i].s0 = d * hsum_i32_4(s0);
y[i].s1 = d * hsum_i32_4(s1);
// Convert int32 to int16
ni0 = _mm_packs_epi32( ni0, ni1 );