diff options
Diffstat (limited to 'iqk_mul_mat.cpp')
| -rw-r--r-- | iqk_mul_mat.cpp | 98 |
1 files changed, 98 insertions, 0 deletions
diff --git a/iqk_mul_mat.cpp b/iqk_mul_mat.cpp index f7571926..fa1a0c83 100644 --- a/iqk_mul_mat.cpp +++ b/iqk_mul_mat.cpp @@ -1313,6 +1313,92 @@ static void mul_mat_qX_K_q8_K_IQ_N(int n, const void * vx, size_t bx, const Data } } +template <int nrc> struct Q8_K64 { + + constexpr static int nrc_y = nrc; + + Q8_K64(const DataInfo& info) { for (int iy = 0; iy < nrc_y; ++iy) y[iy] = (const block_q8_K64 *)info.src1_row(iy); } + + inline __m256i load_quants(int iy, int i, int j) const { return _mm256_loadu_si256((const __m256i*)y[iy][i].qs + j); } + inline float scale(int iy, int i) const { return y[iy][i].d; } + + const block_q8_K64 * y[nrc_y]; +}; + +template <int nrc_y> +static void mul_mat_iq1bn_q8_K64(int n, const void * vx, size_t bx, const DataInfo& info, int nrc_x) { + const int nb = n / QK_IQ1BN; + Q8_K64<nrc_y> q8(info); + __m256 accd[nrc_y]; + __m256i signs[2]; + + const auto m1_8 = _mm256_set1_epi8(1); + const auto shuff1 = _mm256_set_epi64x(0x0808080808080808, 0x0000000000000000, 0x0808080808080808, 0x0000000000000000); + const auto shuff2 = _mm256_add_epi8(shuff1, m1_8); + const auto shuff3 = _mm256_set_epi64x(0x0303030303030303, 0x0202020202020202, 0x0101010101010101, 0x0000000000000000); + const auto shuff4 = _mm256_set_epi64x(0x0707070707070707, 0x0606060606060606, 0x0505050505050505, 0x0404040404040404); + const auto mask1 = _mm256_set1_epi64x(0x8040201008040201); +#if !(defined __AVX512VNNI__ && defined __AVX512VL__) + const auto m1_16 = _mm256_set1_epi16(1); +#endif + + //auto step = bx / sizeof(block_iq1_bn); + const block_iq1_bn * x = (const block_iq1_bn *)((const char *)vx); + typedef union { float f; uint32_t i; } scale_t; + + scale_t scale; + uint16_t u = x[0].extra & 0xff; + scale.i = ((((u >> 4) | 0xf0) - 132) << 23) | ((u & 0x0f) << 19); + + for (int ix = 0; ix < nrc_x; ++ix) { + + x = (const block_iq1_bn *)((const char *)vx + ix*bx); + + for (int iy = 0; iy < nrc_y; ++iy) accd[iy] = _mm256_setzero_ps(); + + for (int i = 0; i < nb; ++i) { + + auto all_signs = _mm256_set1_epi8(x[i].extra >> 8); + all_signs = _mm256_or_si256(_mm256_cmpeq_epi8(_mm256_and_si256(all_signs, mask1), mask1), m1_8); + signs[0] = _mm256_shuffle_epi8(all_signs, shuff3); + signs[1] = _mm256_shuffle_epi8(all_signs, shuff4); + + auto ql = x[i].ql; + auto qh = x[i].qh; + auto aux1 = _mm256_set_epi64x(iq1bn_grid_xxx[ql[3] | ((qh[1] << 4) & 0x0f00)], iq1bn_grid_xxx[ql[2] | ((qh[1] << 8) & 0x0f00)], + iq1bn_grid_xxx[ql[1] | ((qh[0] << 4) & 0x0f00)], iq1bn_grid_xxx[ql[0] | ((qh[0] << 8) & 0x0f00)]); + auto aux2 = _mm256_set_epi64x(iq1bn_grid_xxx[ql[7] | ((qh[3] << 4) & 0x0f00)], iq1bn_grid_xxx[ql[6] | ((qh[3] << 8) & 0x0f00)], + iq1bn_grid_xxx[ql[5] | ((qh[2] << 4) & 0x0f00)], iq1bn_grid_xxx[ql[4] | ((qh[2] << 8) & 0x0f00)]); + + auto v1_p = _mm256_cmpeq_epi8(_mm256_and_si256(_mm256_shuffle_epi8(aux1, shuff1), mask1), mask1); + auto v1_m = _mm256_cmpeq_epi8(_mm256_and_si256(_mm256_shuffle_epi8(aux1, shuff2), mask1), mask1); + auto v2_p = _mm256_cmpeq_epi8(_mm256_and_si256(_mm256_shuffle_epi8(aux2, shuff1), mask1), mask1); + auto v2_m = _mm256_cmpeq_epi8(_mm256_and_si256(_mm256_shuffle_epi8(aux2, shuff2), mask1), mask1); + + for (int iy = 0; iy < nrc_y; ++iy) { + auto q8_1 = _mm256_sign_epi8(q8.load_quants(iy, i, 0), signs[0]); + auto q8_2 = _mm256_sign_epi8(q8.load_quants(iy, i, 1), signs[1]); + auto dot1 = _mm256_sub_epi8(_mm256_sign_epi8(q8_1, v1_m), _mm256_sign_epi8(q8_1, v1_p)); + auto dot2 = _mm256_sub_epi8(_mm256_sign_epi8(q8_2, v2_m), _mm256_sign_epi8(q8_2, v2_p)); +#if defined __AVX512VNNI__ && defined __AVX512VL__ + dot1 = _mm256_dpbusd_epi32(_mm256_setzero_si256(), m1_8, dot1); + dot2 = _mm256_dpbusd_epi32(_mm256_setzero_si256(), m1_8, dot2); +#else + dot1 = _mm256_madd_epi16(m1_16, _mm256_maddubs_epi16(m1_8, dot1)); + dot2 = _mm256_madd_epi16(m1_16, _mm256_maddubs_epi16(m1_8, dot2)); +#endif + accd[iy] = _mm256_fmadd_ps(_mm256_set1_ps(q8.scale(iy, i)), _mm256_cvtepi32_ps(_mm256_add_epi32(dot1, dot2)), accd[iy]); + } + } + + for (int iy = 0; iy < nrc_y; ++iy) { + info.store(ix, iy, scale.f * hsum_float_8(accd[iy])); + } + + //x += step; + } +} + template <typename Dequantizer, int nrc_y> static void mul_mat_qX_K_q8_K_IQ(int n, const void * vx, size_t bx, const DataInfo& info, int nrc_x) { assert(n % QK_K == 0); @@ -2504,6 +2590,18 @@ bool MulMat::prepare(int typeA, int typeB, int ne00, MulMat& mm, int Ny) { assert (ne00 % QK_K == 0); MulMat::set_functions<DequantizerIQ2XXS>(mm); break; + case GGML_TYPE_IQ1_BN: + assert (ne00 % QK_IQ1BN == 0); + mm.funcs[0] = mul_mat_iq1bn_q8_K64<1>; + mm.funcs[1] = mul_mat_iq1bn_q8_K64<2>; + mm.funcs[2] = mul_mat_iq1bn_q8_K64<3>; + mm.funcs[3] = mul_mat_iq1bn_q8_K64<4>; + mm.funcs[4] = mul_mat_iq1bn_q8_K64<5>; + mm.funcs[5] = mul_mat_iq1bn_q8_K64<6>; + mm.funcs[6] = mul_mat_iq1bn_q8_K64<7>; + mm.funcs[7] = mul_mat_iq1bn_q8_K64<8>; + expected_typeB = GGML_TYPE_Q8_K64; + break; case GGML_TYPE_Q4_0: assert (ne00 % QK4_0 == 0); MulMat::set_functions<Q4_0_Unpacker>(mm); |