diff options
Diffstat (limited to 'iqk_mul_mat.cpp')
| -rw-r--r-- | iqk_mul_mat.cpp | 59 |
1 files changed, 58 insertions, 1 deletions
diff --git a/iqk_mul_mat.cpp b/iqk_mul_mat.cpp index e13d0a02..dc43d0fc 100644 --- a/iqk_mul_mat.cpp +++ b/iqk_mul_mat.cpp @@ -723,6 +723,17 @@ struct DequantizerQ6K final : public BaseDequantizer<block_q6_K> { }; +template <typename Q8> +inline void compute_block(int iy, int i, float d, const Q8& q8, const __m512i * values, const __m512i * scales, __m512 * accd) { + const __m512i p1 = _mm512_dpbusd_epi32(_mm512_setzero_si512(), values[0], q8.load_quants64(iy, i, 0)); + const __m512i p2 = _mm512_dpbusd_epi32(_mm512_setzero_si512(), values[1], q8.load_quants64(iy, i, 1)); + const __m512i p3 = _mm512_dpbusd_epi32(_mm512_setzero_si512(), values[2], q8.load_quants64(iy, i, 2)); + const __m512i p4 = _mm512_dpbusd_epi32(_mm512_setzero_si512(), values[3], q8.load_quants64(iy, i, 3)); + auto sumi = _mm512_dpwssd_epi32(_mm512_setzero_si512(), scales[0], _mm512_packs_epi32(p1, p2)); + sumi = _mm512_dpwssd_epi32(sumi, scales[1], _mm512_packs_epi32(p3, p4)); + accd[iy] = _mm512_fmadd_ps(_mm512_set1_ps(d*q8.scale(iy, i)), _mm512_cvtepi32_ps(sumi), accd[iy]); +} + template <typename Dequantizer, int nrc_y> static void mul_mat_qX_K_q8_K_AVX512(int n, const void * vx, size_t bx, const DataInfo& info, int nrc_x) { assert(n % QK_K == 0); @@ -748,6 +759,7 @@ static void mul_mat_qX_K_q8_K_AVX512(int n, const void * vx, size_t bx, const Da deq.new_block(i, q8, accm, scales); for (int iy = 0; iy < nrc_y; ++iy) { + //compute_block(iy, i, deq.d, q8, deq.bits.values, scales, accd); const __m512i p1 = _mm512_dpbusd_epi32(_mm512_setzero_si512(), deq.bits.values[0], q8.load_quants64(iy, i, 0)); const __m512i p2 = _mm512_dpbusd_epi32(_mm512_setzero_si512(), deq.bits.values[1], q8.load_quants64(iy, i, 1)); const __m512i p3 = _mm512_dpbusd_epi32(_mm512_setzero_si512(), deq.bits.values[2], q8.load_quants64(iy, i, 2)); @@ -767,6 +779,51 @@ static void mul_mat_qX_K_q8_K_AVX512(int n, const void * vx, size_t bx, const Da } } +template <typename Dequantizer> +static void mul_mat_qX_K_q8_K_AVX512_1(int n, const void * vx, size_t bx, const DataInfo& info, int nrc_x) { + assert(n % QK_K == 0); + const int nb = n / QK_K; + + constexpr int k_nx = 2; + + Q8<1> q8(info); + + Dequantizer deq1(vx, bx); + Dequantizer deq2(vx, bx); + + Dequantizer * deq[k_nx]; + deq[0] = &deq1; + deq[1] = &deq2; + + __m512i scales[2*k_nx]; + + for (int ix = 0; ix < nrc_x; ++ix) { + + auto accd = _mm512_setzero_ps(); + auto accm = _mm256_setzero_ps(); + + for (int kx = 0; kx < k_nx; ++kx) deq[kx]->new_row(ix); + + for (int i = 0; i < nb/k_nx; ++i) { + + for (int kx = 0; kx < k_nx; ++kx) deq[kx]->new_block(k_nx*i+kx, q8, &accm, scales+2*kx); + + for (int kx = 0; kx < k_nx; ++kx) { + compute_block(0, k_nx*i+kx, deq[kx]->d, q8, deq[kx]->bits.values, scales+2*kx, &accd); + } + + } + if (2*(nb/2) < nb) { + int i0 = 2*(nb/2); + deq[0]->new_block(i0, q8, &accm, scales); + compute_block(0, i0, deq[0]->d, q8, deq[0]->bits.values, scales, &accd); + } + + auto sum256 = _mm256_add_ps(_mm512_castps512_ps256(accd), _mm512_extractf32x8_ps(accd, 1)); + info.store(ix, 0, hsum_float_8(_mm256_add_ps(accm, sum256))); + } +} + #else // ===================================== Vanilla AVX2 ===================================== @@ -2267,7 +2324,7 @@ template <typename Dequantizer> void MulMat::set_functions(MulMat& m) { } else { #ifdef HAVE_FANCY_SIMD - m.funcs[0] = mul_mat_qX_K_q8_K_AVX512<Dequantizer, 1>; + m.funcs[0] = mul_mat_qX_K_q8_K_AVX512_1<Dequantizer>; m.funcs[1] = mul_mat_qX_K_q8_K_AVX512<Dequantizer, 2>; m.funcs[2] = mul_mat_qX_K_q8_K_AVX512<Dequantizer, 3>; m.funcs[3] = mul_mat_qX_K_q8_K_AVX512<Dequantizer, 4>; |