diff --git a/ggml/src/ggml-cpu/arch/x86/repack.cpp b/ggml/src/ggml-cpu/arch/x86/repack.cpp index 0f3b6e40b3..52aa99f2bd 100644 --- a/ggml/src/ggml-cpu/arch/x86/repack.cpp +++ b/ggml/src/ggml-cpu/arch/x86/repack.cpp @@ -7489,7 +7489,7 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo const __m512i lhs_mat_s_01_71_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_71, (_MM_PERM_ENUM)245); //A70(12-15) A70(12-15) A71(12-15) A71(12-15) const __m512i lhs_mat_s_23_71_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_71, (_MM_PERM_ENUM)245); //A72(12-15) A73(12-15) A72(12-15) A73(12-15) - // The values arranged in shuffle patterns are operated with dot product operation within 32 bit lane i.e corresponding bytes and multiplied and added into 32 bit integers within 32 bit lane + // The values arranged in shuffle patterns are operated with dot product operation within 16 bit lane i.e corresponding bytes and multiplied and added into 16 bit integers within 16 bit lane __m512i iacc_mat_00_0_sp1 = _mm512_add_epi16(_mm512_sub_epi16(_mm512_maddubs_epi16(rhs_mat_014589CD_00_sp1, lhs_mat_01_00_sp1), lhs_mat_s_01_00_sp1), _mm512_sub_epi16(_mm512_maddubs_epi16(rhs_mat_014589CD_01_sp1, lhs_mat_01_01_sp1), lhs_mat_s_01_01_sp1)); __m512i iacc_mat_01_0_sp1 = _mm512_add_epi16(_mm512_sub_epi16(_mm512_maddubs_epi16(rhs_mat_2367ABEF_00_sp1, lhs_mat_01_00_sp1), lhs_mat_s_01_00_sp1), _mm512_sub_epi16(_mm512_maddubs_epi16(rhs_mat_2367ABEF_01_sp1, lhs_mat_01_01_sp1), lhs_mat_s_01_01_sp1)); @@ -7627,7 +7627,7 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo __m512i iacc_mat_10_7 = _mm512_add_epi16(iacc_mat_10_7_sp1, iacc_mat_10_7_sp2); __m512i iacc_mat_11_7 = _mm512_add_epi16(iacc_mat_11_7_sp1, iacc_mat_11_7_sp2); - // Output of both shuffle patterns are added in order to sum dot product outputs of all 32 values in block + // Multiply madd of quants with scales iacc_mat_00_0 = _mm512_madd_epi16(iacc_mat_00_0, scale_014589CD_0); iacc_mat_01_0 = _mm512_madd_epi16(iacc_mat_01_0, scale_2367ABEF_0); iacc_mat_10_0 = _mm512_madd_epi16(iacc_mat_10_0, scale_014589CD_0); @@ -7668,7 +7668,6 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo iacc_mat_10_7 = _mm512_madd_epi16(iacc_mat_10_7, scale_014589CD_7); iacc_mat_11_7 = _mm512_madd_epi16(iacc_mat_11_7, scale_2367ABEF_7); - __m512i iacc_mat_00 = _mm512_add_epi32(_mm512_add_epi32(_mm512_add_epi32(iacc_mat_00_0, iacc_mat_00_1), _mm512_add_epi32(iacc_mat_00_2, iacc_mat_00_3)), _mm512_add_epi32(_mm512_add_epi32(iacc_mat_00_4, iacc_mat_00_5), _mm512_add_epi32(iacc_mat_00_6, iacc_mat_00_7))); __m512i iacc_mat_01 = _mm512_add_epi32(_mm512_add_epi32(_mm512_add_epi32(iacc_mat_01_0, iacc_mat_01_1), _mm512_add_epi32(iacc_mat_01_2, iacc_mat_01_3)), _mm512_add_epi32(_mm512_add_epi32(iacc_mat_01_4, iacc_mat_01_5), _mm512_add_epi32(iacc_mat_01_6, iacc_mat_01_7))); __m512i iacc_mat_10 = _mm512_add_epi32(_mm512_add_epi32(_mm512_add_epi32(iacc_mat_10_0, iacc_mat_10_1), _mm512_add_epi32(iacc_mat_10_2, iacc_mat_10_3)), _mm512_add_epi32(_mm512_add_epi32(iacc_mat_10_4, iacc_mat_10_5), _mm512_add_epi32(iacc_mat_10_6, iacc_mat_10_7))); @@ -7706,7 +7705,7 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo const block_q8_Kx4 * a_ptr = a_ptr_start + (y * nb); - // Take group of eight block_q6_kx8 structures at each pass of the loop and perform dot product operation + // Take group of two block_q6_kx8 structures at each pass of the loop and perform dot product operation for (int64_t x = 0; x < anc / 8; x += 2) { const block_q6_Kx8 * b_ptr_0 = b_ptr_start + ((x) * b_nb); @@ -7720,45 +7719,49 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo // For super block for (int64_t b = 0; b < nb; b++) { - // Delta values - Load the sixteen scale values from two block_q2_kx8 structures + // Delta values - Load the sixteen scale values from two block_q6_kx8 structures const __m512 col_scale_f32 = GGML_F32Cx8x2_LOAD(b_ptr_0[b].d, b_ptr_1[b].d); for (int sb = 0; sb < QK_K / 128; sb++) { - const __m256i rhs_raw_mat_0123_0 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + sb * 512)); - const __m256i rhs_raw_mat_4567_0 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 32 + sb * 512)); - const __m256i rhs_raw_mat_0123_1 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 64 + sb * 512)); - const __m256i rhs_raw_mat_4567_1 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 96 + sb * 512)); - const __m256i rhs_raw_mat_0123_2 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 128 + sb * 512)); - const __m256i rhs_raw_mat_4567_2 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 160 + sb * 512)); - const __m256i rhs_raw_mat_0123_3 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 192 + sb * 512)); - const __m256i rhs_raw_mat_4567_3 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 224 + sb * 512)); - const __m256i rhs_raw_mat_0123_4 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 256 + sb * 512)); - const __m256i rhs_raw_mat_4567_4 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 288 + sb * 512)); - const __m256i rhs_raw_mat_0123_5 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 320 + sb * 512)); - const __m256i rhs_raw_mat_4567_5 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 352 + sb * 512)); - const __m256i rhs_raw_mat_0123_6 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 384 + sb * 512)); - const __m256i rhs_raw_mat_4567_6 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 416 + sb * 512)); - const __m256i rhs_raw_mat_0123_7 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 448 + sb * 512)); - const __m256i rhs_raw_mat_4567_7 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 480 + sb * 512)); + // Load the sixteen block_q6_k for eight sub blocks quantized values interleaved with each other in chunks of eight bytes - B0,B1 ....B6,B7 + // The lower and higher packed bits are loaded, unpacked and individual bytes representing 6 bits each are formed from the same + // They are blended/permuted for further mul mat operations within the pipeline + const __m256i rhs_raw_lbit_0123_0 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + sb * 512)); + const __m256i rhs_raw_lbit_4567_0 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 32 + sb * 512)); + const __m256i rhs_raw_lbit_0123_1 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 64 + sb * 512)); + const __m256i rhs_raw_lbit_4567_1 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 96 + sb * 512)); + const __m256i rhs_raw_lbit_0123_2 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 128 + sb * 512)); + const __m256i rhs_raw_lbit_4567_2 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 160 + sb * 512)); + const __m256i rhs_raw_lbit_0123_3 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 192 + sb * 512)); + const __m256i rhs_raw_lbit_4567_3 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 224 + sb * 512)); - const __m256i rhs_raw_mat_89AB_0 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + sb * 512)); - const __m256i rhs_raw_mat_CDEF_0 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 32 + sb * 512)); - const __m256i rhs_raw_mat_89AB_1 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 64 + sb * 512)); - const __m256i rhs_raw_mat_CDEF_1 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 96 + sb * 512)); - const __m256i rhs_raw_mat_89AB_2 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 128 + sb * 512)); - const __m256i rhs_raw_mat_CDEF_2 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 160 + sb * 512)); - const __m256i rhs_raw_mat_89AB_3 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 192 + sb * 512)); - const __m256i rhs_raw_mat_CDEF_3 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 224 + sb * 512)); + const __m256i rhs_raw_lbit_0123_4 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 256 + sb * 512)); + const __m256i rhs_raw_lbit_4567_4 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 288 + sb * 512)); + const __m256i rhs_raw_lbit_0123_5 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 320 + sb * 512)); + const __m256i rhs_raw_lbit_4567_5 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 352 + sb * 512)); + const __m256i rhs_raw_lbit_0123_6 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 384 + sb * 512)); + const __m256i rhs_raw_lbit_4567_6 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 416 + sb * 512)); + const __m256i rhs_raw_lbit_0123_7 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 448 + sb * 512)); + const __m256i rhs_raw_lbit_4567_7 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].ql + 480 + sb * 512)); - const __m256i rhs_raw_mat_89AB_4 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 256 + sb * 512)); - const __m256i rhs_raw_mat_CDEF_4 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 288 + sb * 512)); - const __m256i rhs_raw_mat_89AB_5 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 320 + sb * 512)); - const __m256i rhs_raw_mat_CDEF_5 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 352 + sb * 512)); - const __m256i rhs_raw_mat_89AB_6 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 384 + sb * 512)); - const __m256i rhs_raw_mat_CDEF_6 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 416 + sb * 512)); - const __m256i rhs_raw_mat_89AB_7 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 448 + sb * 512)); - const __m256i rhs_raw_mat_CDEF_7 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 480 + sb * 512)); + const __m256i rhs_raw_lbit_89AB_0 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + sb * 512)); + const __m256i rhs_raw_lbit_CDEF_0 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 32 + sb * 512)); + const __m256i rhs_raw_lbit_89AB_1 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 64 + sb * 512)); + const __m256i rhs_raw_lbit_CDEF_1 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 96 + sb * 512)); + const __m256i rhs_raw_lbit_89AB_2 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 128 + sb * 512)); + const __m256i rhs_raw_lbit_CDEF_2 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 160 + sb * 512)); + const __m256i rhs_raw_lbit_89AB_3 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 192 + sb * 512)); + const __m256i rhs_raw_lbit_CDEF_3 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 224 + sb * 512)); + + const __m256i rhs_raw_lbit_89AB_4 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 256 + sb * 512)); + const __m256i rhs_raw_lbit_CDEF_4 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 288 + sb * 512)); + const __m256i rhs_raw_lbit_89AB_5 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 320 + sb * 512)); + const __m256i rhs_raw_lbit_CDEF_5 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 352 + sb * 512)); + const __m256i rhs_raw_lbit_89AB_6 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 384 + sb * 512)); + const __m256i rhs_raw_lbit_CDEF_6 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 416 + sb * 512)); + const __m256i rhs_raw_lbit_89AB_7 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 448 + sb * 512)); + const __m256i rhs_raw_lbit_CDEF_7 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].ql + 480 + sb * 512)); const __m256i rhs_raw_hbit_0123_0 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].qh + sb * 256)); const __m256i rhs_raw_hbit_4567_0 = _mm256_loadu_si256((const __m256i *)(b_ptr_0[b].qh + 32 + sb * 256)); @@ -7778,45 +7781,41 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo const __m256i rhs_raw_hbit_89AB_3 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].qh + 192 + sb * 256)); const __m256i rhs_raw_hbit_CDEF_3 = _mm256_loadu_si256((const __m256i *)(b_ptr_1[b].qh + 224 + sb * 256)); - // Indices 0 through 7 (first block): - const __m256i rhs_raw_mat_0145_0 = _mm256_blend_epi32(rhs_raw_mat_0123_0, _mm256_permutevar8x32_epi32(rhs_raw_mat_4567_0, requiredOrder), 240); - const __m256i rhs_raw_mat_2367_0 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_mat_0123_0, requiredOrder), rhs_raw_mat_4567_0, 240); - const __m256i rhs_raw_mat_0145_1 = _mm256_blend_epi32(rhs_raw_mat_0123_1, _mm256_permutevar8x32_epi32(rhs_raw_mat_4567_1, requiredOrder), 240); - const __m256i rhs_raw_mat_2367_1 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_mat_0123_1, requiredOrder), rhs_raw_mat_4567_1, 240); - const __m256i rhs_raw_mat_0145_2 = _mm256_blend_epi32(rhs_raw_mat_0123_2, _mm256_permutevar8x32_epi32(rhs_raw_mat_4567_2, requiredOrder), 240); - const __m256i rhs_raw_mat_2367_2 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_mat_0123_2, requiredOrder), rhs_raw_mat_4567_2, 240); - const __m256i rhs_raw_mat_0145_3 = _mm256_blend_epi32(rhs_raw_mat_0123_3, _mm256_permutevar8x32_epi32(rhs_raw_mat_4567_3, requiredOrder), 240); - const __m256i rhs_raw_mat_2367_3 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_mat_0123_3, requiredOrder), rhs_raw_mat_4567_3, 240); + const __m256i rhs_raw_lbit_0145_0 = _mm256_blend_epi32(rhs_raw_lbit_0123_0, _mm256_permutevar8x32_epi32(rhs_raw_lbit_4567_0, requiredOrder), 240); + const __m256i rhs_raw_lbit_2367_0 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_lbit_0123_0, requiredOrder), rhs_raw_lbit_4567_0, 240); + const __m256i rhs_raw_lbit_0145_1 = _mm256_blend_epi32(rhs_raw_lbit_0123_1, _mm256_permutevar8x32_epi32(rhs_raw_lbit_4567_1, requiredOrder), 240); + const __m256i rhs_raw_lbit_2367_1 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_lbit_0123_1, requiredOrder), rhs_raw_lbit_4567_1, 240); + const __m256i rhs_raw_lbit_0145_2 = _mm256_blend_epi32(rhs_raw_lbit_0123_2, _mm256_permutevar8x32_epi32(rhs_raw_lbit_4567_2, requiredOrder), 240); + const __m256i rhs_raw_lbit_2367_2 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_lbit_0123_2, requiredOrder), rhs_raw_lbit_4567_2, 240); + const __m256i rhs_raw_lbit_0145_3 = _mm256_blend_epi32(rhs_raw_lbit_0123_3, _mm256_permutevar8x32_epi32(rhs_raw_lbit_4567_3, requiredOrder), 240); + const __m256i rhs_raw_lbit_2367_3 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_lbit_0123_3, requiredOrder), rhs_raw_lbit_4567_3, 240); - // Indices 4 through 7 (second block): - const __m256i rhs_raw_mat_0145_4 = _mm256_blend_epi32(rhs_raw_mat_0123_4, _mm256_permutevar8x32_epi32(rhs_raw_mat_4567_4, requiredOrder), 240); - const __m256i rhs_raw_mat_2367_4 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_mat_0123_4, requiredOrder), rhs_raw_mat_4567_4, 240); - const __m256i rhs_raw_mat_0145_5 = _mm256_blend_epi32(rhs_raw_mat_0123_5, _mm256_permutevar8x32_epi32(rhs_raw_mat_4567_5, requiredOrder), 240); - const __m256i rhs_raw_mat_2367_5 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_mat_0123_5, requiredOrder), rhs_raw_mat_4567_5, 240); - const __m256i rhs_raw_mat_0145_6 = _mm256_blend_epi32(rhs_raw_mat_0123_6, _mm256_permutevar8x32_epi32(rhs_raw_mat_4567_6, requiredOrder), 240); - const __m256i rhs_raw_mat_2367_6 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_mat_0123_6, requiredOrder), rhs_raw_mat_4567_6, 240); - const __m256i rhs_raw_mat_0145_7 = _mm256_blend_epi32(rhs_raw_mat_0123_7, _mm256_permutevar8x32_epi32(rhs_raw_mat_4567_7, requiredOrder), 240); - const __m256i rhs_raw_mat_2367_7 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_mat_0123_7, requiredOrder), rhs_raw_mat_4567_7, 240); + const __m256i rhs_raw_lbit_0145_4 = _mm256_blend_epi32(rhs_raw_lbit_0123_4, _mm256_permutevar8x32_epi32(rhs_raw_lbit_4567_4, requiredOrder), 240); + const __m256i rhs_raw_lbit_2367_4 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_lbit_0123_4, requiredOrder), rhs_raw_lbit_4567_4, 240); + const __m256i rhs_raw_lbit_0145_5 = _mm256_blend_epi32(rhs_raw_lbit_0123_5, _mm256_permutevar8x32_epi32(rhs_raw_lbit_4567_5, requiredOrder), 240); + const __m256i rhs_raw_lbit_2367_5 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_lbit_0123_5, requiredOrder), rhs_raw_lbit_4567_5, 240); + const __m256i rhs_raw_lbit_0145_6 = _mm256_blend_epi32(rhs_raw_lbit_0123_6, _mm256_permutevar8x32_epi32(rhs_raw_lbit_4567_6, requiredOrder), 240); + const __m256i rhs_raw_lbit_2367_6 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_lbit_0123_6, requiredOrder), rhs_raw_lbit_4567_6, 240); + const __m256i rhs_raw_lbit_0145_7 = _mm256_blend_epi32(rhs_raw_lbit_0123_7, _mm256_permutevar8x32_epi32(rhs_raw_lbit_4567_7, requiredOrder), 240); + const __m256i rhs_raw_lbit_2367_7 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_lbit_0123_7, requiredOrder), rhs_raw_lbit_4567_7, 240); - // Indices 8 through F (first block): - const __m256i rhs_raw_mat_89CD_0 = _mm256_blend_epi32(rhs_raw_mat_89AB_0, _mm256_permutevar8x32_epi32(rhs_raw_mat_CDEF_0, requiredOrder), 240); - const __m256i rhs_raw_mat_ABEF_0 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_mat_89AB_0, requiredOrder), rhs_raw_mat_CDEF_0, 240); - const __m256i rhs_raw_mat_89CD_1 = _mm256_blend_epi32(rhs_raw_mat_89AB_1, _mm256_permutevar8x32_epi32(rhs_raw_mat_CDEF_1, requiredOrder), 240); - const __m256i rhs_raw_mat_ABEF_1 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_mat_89AB_1, requiredOrder), rhs_raw_mat_CDEF_1, 240); - const __m256i rhs_raw_mat_89CD_2 = _mm256_blend_epi32(rhs_raw_mat_89AB_2, _mm256_permutevar8x32_epi32(rhs_raw_mat_CDEF_2, requiredOrder), 240); - const __m256i rhs_raw_mat_ABEF_2 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_mat_89AB_2, requiredOrder), rhs_raw_mat_CDEF_2, 240); - const __m256i rhs_raw_mat_89CD_3 = _mm256_blend_epi32(rhs_raw_mat_89AB_3, _mm256_permutevar8x32_epi32(rhs_raw_mat_CDEF_3, requiredOrder), 240); - const __m256i rhs_raw_mat_ABEF_3 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_mat_89AB_3, requiredOrder), rhs_raw_mat_CDEF_3, 240); + const __m256i rhs_raw_lbit_89CD_0 = _mm256_blend_epi32(rhs_raw_lbit_89AB_0, _mm256_permutevar8x32_epi32(rhs_raw_lbit_CDEF_0, requiredOrder), 240); + const __m256i rhs_raw_lbit_ABEF_0 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_lbit_89AB_0, requiredOrder), rhs_raw_lbit_CDEF_0, 240); + const __m256i rhs_raw_lbit_89CD_1 = _mm256_blend_epi32(rhs_raw_lbit_89AB_1, _mm256_permutevar8x32_epi32(rhs_raw_lbit_CDEF_1, requiredOrder), 240); + const __m256i rhs_raw_lbit_ABEF_1 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_lbit_89AB_1, requiredOrder), rhs_raw_lbit_CDEF_1, 240); + const __m256i rhs_raw_lbit_89CD_2 = _mm256_blend_epi32(rhs_raw_lbit_89AB_2, _mm256_permutevar8x32_epi32(rhs_raw_lbit_CDEF_2, requiredOrder), 240); + const __m256i rhs_raw_lbit_ABEF_2 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_lbit_89AB_2, requiredOrder), rhs_raw_lbit_CDEF_2, 240); + const __m256i rhs_raw_lbit_89CD_3 = _mm256_blend_epi32(rhs_raw_lbit_89AB_3, _mm256_permutevar8x32_epi32(rhs_raw_lbit_CDEF_3, requiredOrder), 240); + const __m256i rhs_raw_lbit_ABEF_3 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_lbit_89AB_3, requiredOrder), rhs_raw_lbit_CDEF_3, 240); - // Indices 8 through F (second block): - const __m256i rhs_raw_mat_89CD_4 = _mm256_blend_epi32(rhs_raw_mat_89AB_4, _mm256_permutevar8x32_epi32(rhs_raw_mat_CDEF_4, requiredOrder), 240); - const __m256i rhs_raw_mat_ABEF_4 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_mat_89AB_4, requiredOrder), rhs_raw_mat_CDEF_4, 240); - const __m256i rhs_raw_mat_89CD_5 = _mm256_blend_epi32(rhs_raw_mat_89AB_5, _mm256_permutevar8x32_epi32(rhs_raw_mat_CDEF_5, requiredOrder), 240); - const __m256i rhs_raw_mat_ABEF_5 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_mat_89AB_5, requiredOrder), rhs_raw_mat_CDEF_5, 240); - const __m256i rhs_raw_mat_89CD_6 = _mm256_blend_epi32(rhs_raw_mat_89AB_6, _mm256_permutevar8x32_epi32(rhs_raw_mat_CDEF_6, requiredOrder), 240); - const __m256i rhs_raw_mat_ABEF_6 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_mat_89AB_6, requiredOrder), rhs_raw_mat_CDEF_6, 240); - const __m256i rhs_raw_mat_89CD_7 = _mm256_blend_epi32(rhs_raw_mat_89AB_7, _mm256_permutevar8x32_epi32(rhs_raw_mat_CDEF_7, requiredOrder), 240); - const __m256i rhs_raw_mat_ABEF_7 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_mat_89AB_7, requiredOrder), rhs_raw_mat_CDEF_7, 240); + const __m256i rhs_raw_lbit_89CD_4 = _mm256_blend_epi32(rhs_raw_lbit_89AB_4, _mm256_permutevar8x32_epi32(rhs_raw_lbit_CDEF_4, requiredOrder), 240); + const __m256i rhs_raw_lbit_ABEF_4 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_lbit_89AB_4, requiredOrder), rhs_raw_lbit_CDEF_4, 240); + const __m256i rhs_raw_lbit_89CD_5 = _mm256_blend_epi32(rhs_raw_lbit_89AB_5, _mm256_permutevar8x32_epi32(rhs_raw_lbit_CDEF_5, requiredOrder), 240); + const __m256i rhs_raw_lbit_ABEF_5 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_lbit_89AB_5, requiredOrder), rhs_raw_lbit_CDEF_5, 240); + const __m256i rhs_raw_lbit_89CD_6 = _mm256_blend_epi32(rhs_raw_lbit_89AB_6, _mm256_permutevar8x32_epi32(rhs_raw_lbit_CDEF_6, requiredOrder), 240); + const __m256i rhs_raw_lbit_ABEF_6 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_lbit_89AB_6, requiredOrder), rhs_raw_lbit_CDEF_6, 240); + const __m256i rhs_raw_lbit_89CD_7 = _mm256_blend_epi32(rhs_raw_lbit_89AB_7, _mm256_permutevar8x32_epi32(rhs_raw_lbit_CDEF_7, requiredOrder), 240); + const __m256i rhs_raw_lbit_ABEF_7 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_lbit_89AB_7, requiredOrder), rhs_raw_lbit_CDEF_7, 240); const __m256i rhs_raw_hbit_0145_0 = _mm256_blend_epi32(rhs_raw_hbit_0123_0, _mm256_permutevar8x32_epi32(rhs_raw_hbit_4567_0, requiredOrder), 240); const __m256i rhs_raw_hbit_2367_0 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_hbit_0123_0, requiredOrder), rhs_raw_hbit_4567_0, 240); @@ -7836,25 +7835,25 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo const __m256i rhs_raw_hbit_89CD_3 = _mm256_blend_epi32(rhs_raw_hbit_89AB_3, _mm256_permutevar8x32_epi32(rhs_raw_hbit_CDEF_3, requiredOrder), 240); const __m256i rhs_raw_hbit_ABEF_3 = _mm256_blend_epi32(_mm256_permutevar8x32_epi32(rhs_raw_hbit_89AB_3, requiredOrder), rhs_raw_hbit_CDEF_3, 240); - const __m512i rhs_raw_mat_014589CD_0 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_mat_0145_0), rhs_raw_mat_89CD_0, 1); - const __m512i rhs_raw_mat_2367ABEF_0 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_mat_2367_0), rhs_raw_mat_ABEF_0, 1); - const __m512i rhs_raw_mat_014589CD_1 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_mat_0145_1), rhs_raw_mat_89CD_1, 1); - const __m512i rhs_raw_mat_2367ABEF_1 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_mat_2367_1), rhs_raw_mat_ABEF_1, 1); + const __m512i rhs_raw_lbit_014589CD_0 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_lbit_0145_0), rhs_raw_lbit_89CD_0, 1); + const __m512i rhs_raw_lbit_2367ABEF_0 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_lbit_2367_0), rhs_raw_lbit_ABEF_0, 1); + const __m512i rhs_raw_lbit_014589CD_1 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_lbit_0145_1), rhs_raw_lbit_89CD_1, 1); + const __m512i rhs_raw_lbit_2367ABEF_1 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_lbit_2367_1), rhs_raw_lbit_ABEF_1, 1); - const __m512i rhs_raw_mat_014589CD_2 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_mat_0145_2), rhs_raw_mat_89CD_2, 1); - const __m512i rhs_raw_mat_2367ABEF_2 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_mat_2367_2), rhs_raw_mat_ABEF_2, 1); - const __m512i rhs_raw_mat_014589CD_3 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_mat_0145_3), rhs_raw_mat_89CD_3, 1); - const __m512i rhs_raw_mat_2367ABEF_3 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_mat_2367_3), rhs_raw_mat_ABEF_3, 1); + const __m512i rhs_raw_lbit_014589CD_2 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_lbit_0145_2), rhs_raw_lbit_89CD_2, 1); + const __m512i rhs_raw_lbit_2367ABEF_2 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_lbit_2367_2), rhs_raw_lbit_ABEF_2, 1); + const __m512i rhs_raw_lbit_014589CD_3 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_lbit_0145_3), rhs_raw_lbit_89CD_3, 1); + const __m512i rhs_raw_lbit_2367ABEF_3 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_lbit_2367_3), rhs_raw_lbit_ABEF_3, 1); - const __m512i rhs_raw_mat_014589CD_4 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_mat_0145_4), rhs_raw_mat_89CD_4, 1); - const __m512i rhs_raw_mat_2367ABEF_4 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_mat_2367_4), rhs_raw_mat_ABEF_4, 1); - const __m512i rhs_raw_mat_014589CD_5 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_mat_0145_5), rhs_raw_mat_89CD_5, 1); - const __m512i rhs_raw_mat_2367ABEF_5 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_mat_2367_5), rhs_raw_mat_ABEF_5, 1); + const __m512i rhs_raw_lbit_014589CD_4 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_lbit_0145_4), rhs_raw_lbit_89CD_4, 1); + const __m512i rhs_raw_lbit_2367ABEF_4 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_lbit_2367_4), rhs_raw_lbit_ABEF_4, 1); + const __m512i rhs_raw_lbit_014589CD_5 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_lbit_0145_5), rhs_raw_lbit_89CD_5, 1); + const __m512i rhs_raw_lbit_2367ABEF_5 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_lbit_2367_5), rhs_raw_lbit_ABEF_5, 1); - const __m512i rhs_raw_mat_014589CD_6 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_mat_0145_6), rhs_raw_mat_89CD_6, 1); - const __m512i rhs_raw_mat_2367ABEF_6 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_mat_2367_6), rhs_raw_mat_ABEF_6, 1); - const __m512i rhs_raw_mat_014589CD_7 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_mat_0145_7), rhs_raw_mat_89CD_7, 1); - const __m512i rhs_raw_mat_2367ABEF_7 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_mat_2367_7), rhs_raw_mat_ABEF_7, 1); + const __m512i rhs_raw_lbit_014589CD_6 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_lbit_0145_6), rhs_raw_lbit_89CD_6, 1); + const __m512i rhs_raw_lbit_2367ABEF_6 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_lbit_2367_6), rhs_raw_lbit_ABEF_6, 1); + const __m512i rhs_raw_lbit_014589CD_7 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_lbit_0145_7), rhs_raw_lbit_89CD_7, 1); + const __m512i rhs_raw_lbit_2367ABEF_7 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_lbit_2367_7), rhs_raw_lbit_ABEF_7, 1); const __m512i rhs_raw_hbit_014589CD_0 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_hbit_0145_0), rhs_raw_hbit_89CD_0, 1); const __m512i rhs_raw_hbit_2367ABEF_0 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_hbit_2367_0), rhs_raw_hbit_ABEF_0, 1); @@ -7867,7 +7866,7 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo const __m512i rhs_raw_hbit_2367ABEF_3 = _mm512_inserti32x8(_mm512_castsi256_si512(rhs_raw_hbit_2367_3), rhs_raw_hbit_ABEF_3, 1); // 2-bit -> 8-bit - // Values of the 0th,2nd,4th,6th sub blocks of eight block_q6_K structures for the sb loop + // hbit Values of the 0th,2nd,4th,6th sub blocks of eight block_q6_K structures for the sb loop const __m512i rhs_hbit_014589CD_00 = _mm512_slli_epi16(_mm512_and_si512(rhs_raw_hbit_014589CD_0, m2_expanded), 4); //Index : 0 - 7 const __m512i rhs_hbit_014589CD_20 = _mm512_slli_epi16(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_hbit_014589CD_0, 2), m2_expanded), 4); //Index : 32 - 39 const __m512i rhs_hbit_014589CD_40 = _mm512_slli_epi16(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_hbit_014589CD_0, 4), m2_expanded), 4); //Index : 64 - 71 @@ -7878,6 +7877,8 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo const __m512i rhs_hbit_2367ABEF_40 = _mm512_slli_epi16(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_hbit_2367ABEF_0, 4), m2_expanded), 4); //Index : 64 - 71 const __m512i rhs_hbit_2367ABEF_60 = _mm512_slli_epi16(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_hbit_2367ABEF_0, 6), m2_expanded), 4); //Index : 96 - 103 + // Comments indicate the indices of elements from individual super block in non interleaved fashion + // Index : 8 - 15, 72 - 79 const __m512i rhs_hbit_014589CD_01 = _mm512_slli_epi16(_mm512_and_si512(rhs_raw_hbit_014589CD_1, m2_expanded), 4); //Index : 8 - 15 const __m512i rhs_hbit_014589CD_21 = _mm512_slli_epi16(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_hbit_014589CD_1, 2), m2_expanded), 4); //Index : 40 - 47 const __m512i rhs_hbit_014589CD_41 = _mm512_slli_epi16(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_hbit_014589CD_1, 4), m2_expanded), 4); //Index : 72 - 79 @@ -7888,7 +7889,7 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo const __m512i rhs_hbit_2367ABEF_41 = _mm512_slli_epi16(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_hbit_2367ABEF_1, 4), m2_expanded), 4); //Index : 72 - 79 const __m512i rhs_hbit_2367ABEF_61 = _mm512_slli_epi16(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_hbit_2367ABEF_1, 6), m2_expanded), 4); //Index : 104 - 111 - // Values of the 1st,3rd,5th,7th sub blocks of eight block_q6_K structures for the sb loop + // hbit values of the 1st,3rd,5th,7th sub blocks of eight block_q6_K structures for the sb loop const __m512i rhs_hbit_014589CD_10 = _mm512_slli_epi16(_mm512_and_si512(rhs_raw_hbit_014589CD_2, m2_expanded), 4); //Index : 16 - 23 const __m512i rhs_hbit_014589CD_30 = _mm512_slli_epi16(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_hbit_014589CD_2, 2), m2_expanded), 4); //Index : 48 - 55 const __m512i rhs_hbit_014589CD_50 = _mm512_slli_epi16(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_hbit_014589CD_2, 4), m2_expanded), 4); //Index : 80 - 87 @@ -7909,164 +7910,166 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo const __m512i rhs_hbit_2367ABEF_51 = _mm512_slli_epi16(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_hbit_2367ABEF_3, 4), m2_expanded), 4); //Index : 88 - 95 const __m512i rhs_hbit_2367ABEF_71 = _mm512_slli_epi16(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_hbit_2367ABEF_3, 6), m2_expanded), 4); //Index : 120 - 127 - // 0 -7, 64 - 71 - const __m512i rhs_mat_014589CD_00 = _mm512_or_si512(_mm512_and_si512(rhs_raw_mat_014589CD_0, m4_expanded), rhs_hbit_014589CD_00); - const __m512i rhs_mat_014589CD_40 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_mat_014589CD_0, 4), m4_expanded), rhs_hbit_014589CD_40); + // 4 bit values are unpacked/denibbled and bitwise or-ed with the hbit values to form the 6 bit quantized values - const __m512i rhs_mat_2367ABEF_00 = _mm512_or_si512(_mm512_and_si512(rhs_raw_mat_2367ABEF_0, m4_expanded), rhs_hbit_2367ABEF_00); - const __m512i rhs_mat_2367ABEF_40 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_mat_2367ABEF_0, 4), m4_expanded), rhs_hbit_2367ABEF_40); + // Comments indicate the indices of elements from individual super block in non interleaved fashion + // Index : 0 -7, 64 - 71 + const __m512i rhs_mat_014589CD_00 = _mm512_or_si512(_mm512_and_si512(rhs_raw_lbit_014589CD_0, m4_expanded), rhs_hbit_014589CD_00); + const __m512i rhs_mat_014589CD_40 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_lbit_014589CD_0, 4), m4_expanded), rhs_hbit_014589CD_40); - // 8 - 15, 72 - 79 - const __m512i rhs_mat_014589CD_01 = _mm512_or_si512(_mm512_and_si512(rhs_raw_mat_014589CD_1, m4_expanded), rhs_hbit_014589CD_01); - const __m512i rhs_mat_014589CD_41 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_mat_014589CD_1, 4), m4_expanded), rhs_hbit_014589CD_41); + const __m512i rhs_mat_2367ABEF_00 = _mm512_or_si512(_mm512_and_si512(rhs_raw_lbit_2367ABEF_0, m4_expanded), rhs_hbit_2367ABEF_00); + const __m512i rhs_mat_2367ABEF_40 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_lbit_2367ABEF_0, 4), m4_expanded), rhs_hbit_2367ABEF_40); - const __m512i rhs_mat_2367ABEF_01 = _mm512_or_si512(_mm512_and_si512(rhs_raw_mat_2367ABEF_1, m4_expanded), rhs_hbit_2367ABEF_01); - const __m512i rhs_mat_2367ABEF_41 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_mat_2367ABEF_1, 4), m4_expanded), rhs_hbit_2367ABEF_41); + // Index : 8 - 15, 72 - 79 + const __m512i rhs_mat_014589CD_01 = _mm512_or_si512(_mm512_and_si512(rhs_raw_lbit_014589CD_1, m4_expanded), rhs_hbit_014589CD_01); + const __m512i rhs_mat_014589CD_41 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_lbit_014589CD_1, 4), m4_expanded), rhs_hbit_014589CD_41); - // 16 - 23, 80 - 87 - const __m512i rhs_mat_014589CD_10 = _mm512_or_si512(_mm512_and_si512(rhs_raw_mat_014589CD_2, m4_expanded), rhs_hbit_014589CD_10); - const __m512i rhs_mat_014589CD_50 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_mat_014589CD_2, 4), m4_expanded), rhs_hbit_014589CD_50); + const __m512i rhs_mat_2367ABEF_01 = _mm512_or_si512(_mm512_and_si512(rhs_raw_lbit_2367ABEF_1, m4_expanded), rhs_hbit_2367ABEF_01); + const __m512i rhs_mat_2367ABEF_41 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_lbit_2367ABEF_1, 4), m4_expanded), rhs_hbit_2367ABEF_41); - const __m512i rhs_mat_2367ABEF_10 = _mm512_or_si512(_mm512_and_si512(rhs_raw_mat_2367ABEF_2, m4_expanded), rhs_hbit_2367ABEF_10); - const __m512i rhs_mat_2367ABEF_50 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_mat_2367ABEF_2, 4), m4_expanded), rhs_hbit_2367ABEF_50); + // Index : 16 - 23, 80 - 87 + const __m512i rhs_mat_014589CD_10 = _mm512_or_si512(_mm512_and_si512(rhs_raw_lbit_014589CD_2, m4_expanded), rhs_hbit_014589CD_10); + const __m512i rhs_mat_014589CD_50 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_lbit_014589CD_2, 4), m4_expanded), rhs_hbit_014589CD_50); - // 24 - 31, 88 - 95 - const __m512i rhs_mat_014589CD_11 = _mm512_or_si512(_mm512_and_si512(rhs_raw_mat_014589CD_3, m4_expanded), rhs_hbit_014589CD_11); - const __m512i rhs_mat_014589CD_51 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_mat_014589CD_3, 4), m4_expanded), rhs_hbit_014589CD_51); + const __m512i rhs_mat_2367ABEF_10 = _mm512_or_si512(_mm512_and_si512(rhs_raw_lbit_2367ABEF_2, m4_expanded), rhs_hbit_2367ABEF_10); + const __m512i rhs_mat_2367ABEF_50 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_lbit_2367ABEF_2, 4), m4_expanded), rhs_hbit_2367ABEF_50); - const __m512i rhs_mat_2367ABEF_11 = _mm512_or_si512(_mm512_and_si512(rhs_raw_mat_2367ABEF_3, m4_expanded), rhs_hbit_2367ABEF_11); - const __m512i rhs_mat_2367ABEF_51 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_mat_2367ABEF_3, 4), m4_expanded), rhs_hbit_2367ABEF_51); + // Index : 24 - 31, 88 - 95 + const __m512i rhs_mat_014589CD_11 = _mm512_or_si512(_mm512_and_si512(rhs_raw_lbit_014589CD_3, m4_expanded), rhs_hbit_014589CD_11); + const __m512i rhs_mat_014589CD_51 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_lbit_014589CD_3, 4), m4_expanded), rhs_hbit_014589CD_51); - // 32 - 39, 96 - 103 - const __m512i rhs_mat_014589CD_20 = _mm512_or_si512(_mm512_and_si512(rhs_raw_mat_014589CD_4, m4_expanded), rhs_hbit_014589CD_20); - const __m512i rhs_mat_014589CD_60 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_mat_014589CD_4, 4), m4_expanded), rhs_hbit_014589CD_60); + const __m512i rhs_mat_2367ABEF_11 = _mm512_or_si512(_mm512_and_si512(rhs_raw_lbit_2367ABEF_3, m4_expanded), rhs_hbit_2367ABEF_11); + const __m512i rhs_mat_2367ABEF_51 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_lbit_2367ABEF_3, 4), m4_expanded), rhs_hbit_2367ABEF_51); - const __m512i rhs_mat_2367ABEF_20 = _mm512_or_si512(_mm512_and_si512(rhs_raw_mat_2367ABEF_4, m4_expanded), rhs_hbit_2367ABEF_20); - const __m512i rhs_mat_2367ABEF_60 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_mat_2367ABEF_4, 4), m4_expanded), rhs_hbit_2367ABEF_60); + // Index : 32 - 39, 96 - 103 + const __m512i rhs_mat_014589CD_20 = _mm512_or_si512(_mm512_and_si512(rhs_raw_lbit_014589CD_4, m4_expanded), rhs_hbit_014589CD_20); + const __m512i rhs_mat_014589CD_60 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_lbit_014589CD_4, 4), m4_expanded), rhs_hbit_014589CD_60); - // 40 - 47, 104 - 111 - const __m512i rhs_mat_014589CD_21 = _mm512_or_si512(_mm512_and_si512(rhs_raw_mat_014589CD_5, m4_expanded), rhs_hbit_014589CD_21); - const __m512i rhs_mat_014589CD_61 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_mat_014589CD_5, 4), m4_expanded), rhs_hbit_014589CD_61); + const __m512i rhs_mat_2367ABEF_20 = _mm512_or_si512(_mm512_and_si512(rhs_raw_lbit_2367ABEF_4, m4_expanded), rhs_hbit_2367ABEF_20); + const __m512i rhs_mat_2367ABEF_60 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_lbit_2367ABEF_4, 4), m4_expanded), rhs_hbit_2367ABEF_60); - const __m512i rhs_mat_2367ABEF_21 = _mm512_or_si512(_mm512_and_si512(rhs_raw_mat_2367ABEF_5, m4_expanded), rhs_hbit_2367ABEF_21); - const __m512i rhs_mat_2367ABEF_61 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_mat_2367ABEF_5, 4), m4_expanded), rhs_hbit_2367ABEF_61); + // Index : 40 - 47, 104 - 111 + const __m512i rhs_mat_014589CD_21 = _mm512_or_si512(_mm512_and_si512(rhs_raw_lbit_014589CD_5, m4_expanded), rhs_hbit_014589CD_21); + const __m512i rhs_mat_014589CD_61 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_lbit_014589CD_5, 4), m4_expanded), rhs_hbit_014589CD_61); - // 48 - 55, 112 - 119 - const __m512i rhs_mat_014589CD_30 = _mm512_or_si512(_mm512_and_si512(rhs_raw_mat_014589CD_6, m4_expanded), rhs_hbit_014589CD_30); - const __m512i rhs_mat_014589CD_70 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_mat_014589CD_6, 4), m4_expanded), rhs_hbit_014589CD_70); + const __m512i rhs_mat_2367ABEF_21 = _mm512_or_si512(_mm512_and_si512(rhs_raw_lbit_2367ABEF_5, m4_expanded), rhs_hbit_2367ABEF_21); + const __m512i rhs_mat_2367ABEF_61 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_lbit_2367ABEF_5, 4), m4_expanded), rhs_hbit_2367ABEF_61); - const __m512i rhs_mat_2367ABEF_30 = _mm512_or_si512(_mm512_and_si512(rhs_raw_mat_2367ABEF_6, m4_expanded), rhs_hbit_2367ABEF_30); - const __m512i rhs_mat_2367ABEF_70 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_mat_2367ABEF_6, 4), m4_expanded), rhs_hbit_2367ABEF_70); + // Index : 48 - 55, 112 - 119 + const __m512i rhs_mat_014589CD_30 = _mm512_or_si512(_mm512_and_si512(rhs_raw_lbit_014589CD_6, m4_expanded), rhs_hbit_014589CD_30); + const __m512i rhs_mat_014589CD_70 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_lbit_014589CD_6, 4), m4_expanded), rhs_hbit_014589CD_70); - // 56 - 63, 120 - 127 - const __m512i rhs_mat_014589CD_31 = _mm512_or_si512(_mm512_and_si512(rhs_raw_mat_014589CD_7, m4_expanded), rhs_hbit_014589CD_31); - const __m512i rhs_mat_014589CD_71 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_mat_014589CD_7, 4), m4_expanded), rhs_hbit_014589CD_71); + const __m512i rhs_mat_2367ABEF_30 = _mm512_or_si512(_mm512_and_si512(rhs_raw_lbit_2367ABEF_6, m4_expanded), rhs_hbit_2367ABEF_30); + const __m512i rhs_mat_2367ABEF_70 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_lbit_2367ABEF_6, 4), m4_expanded), rhs_hbit_2367ABEF_70); - const __m512i rhs_mat_2367ABEF_31 = _mm512_or_si512(_mm512_and_si512(rhs_raw_mat_2367ABEF_7, m4_expanded), rhs_hbit_2367ABEF_31); - const __m512i rhs_mat_2367ABEF_71 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_mat_2367ABEF_7, 4), m4_expanded), rhs_hbit_2367ABEF_71); + // Index : 56 - 63, 120 - 127 + const __m512i rhs_mat_014589CD_31 = _mm512_or_si512(_mm512_and_si512(rhs_raw_lbit_014589CD_7, m4_expanded), rhs_hbit_014589CD_31); + const __m512i rhs_mat_014589CD_71 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_lbit_014589CD_7, 4), m4_expanded), rhs_hbit_014589CD_71); + + const __m512i rhs_mat_2367ABEF_31 = _mm512_or_si512(_mm512_and_si512(rhs_raw_lbit_2367ABEF_7, m4_expanded), rhs_hbit_2367ABEF_31); + const __m512i rhs_mat_2367ABEF_71 = _mm512_or_si512(_mm512_and_si512(_mm512_srli_epi16(rhs_raw_lbit_2367ABEF_7, 4), m4_expanded), rhs_hbit_2367ABEF_71); // Shuffle pattern one - right side input - const __m512i rhs_mat_014589CD_00_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_00, (_MM_PERM_ENUM)136); //B00(0-3) B01(0-3) B00(0-3) B01(0-3) B04(0-3) B05(0-3) B04(0-3) B05(0-3) - const __m512i rhs_mat_2367ABEF_00_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_00, (_MM_PERM_ENUM)136); //B02(0-3) B03(0-3) B02(0-3) B03(0-3) B06(0-3) B07(0-3) B06(0-3) B07(0-3) + const __m512i rhs_mat_014589CD_00_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_00, (_MM_PERM_ENUM)136); //B00(0-3) B01(0-3) B00(0-3) B01(0-3) B04(0-3) B05(0-3) B04(0-3) B05(0-3) B08(0-3) B09(0-3) B08(0-3) B09(0-3) B0C(0-3) B0D(0-3) B0C(0-3) B0D(0-3) + const __m512i rhs_mat_2367ABEF_00_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_00, (_MM_PERM_ENUM)136); //B02(0-3) B03(0-3) B02(0-3) B03(0-3) B06(0-3) B07(0-3) B06(0-3) B07(0-3) B0A(0-3) B0B(0-3) B0A(0-3) B0B(0-3) B0E(0-3) B0F(0-3) B0E(0-3) B0F(0-3) - const __m512i rhs_mat_014589CD_01_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_01, (_MM_PERM_ENUM)136); //B00(8-11) B01(8-11) B00(8-11) B01(8-11) B04(8-11) B05(8-11) B04(8-11) B05(8-11) - const __m512i rhs_mat_2367ABEF_01_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_01, (_MM_PERM_ENUM)136); //B02(8-11) B03(8-11) B02(8-11) B03(8-11) B06(8-11) B07(8-11) B06(8-11) B07(8-11) + const __m512i rhs_mat_014589CD_01_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_01, (_MM_PERM_ENUM)136); //B00(8-11) B01(8-11) B00(8-11) B01(8-11) B04(8-11) B05(8-11) B04(8-11) B05(8-11) B08(8-11) B09(8-11) B08(8-11) B09(8-11) B0C(8-11) B0D(8-11) B0C(8-11) B0D(8-11) + const __m512i rhs_mat_2367ABEF_01_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_01, (_MM_PERM_ENUM)136); //B02(8-11) B03(8-11) B02(8-11) B03(8-11) B06(8-11) B07(8-11) B06(8-11) B07(8-11) B0A(8-11) B0B(8-11) B0A(8-11) B0B(8-11) B0E(8-11) B0F(8-11) B0E(8-11) B0F(8-11) - const __m512i rhs_mat_014589CD_10_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_10, (_MM_PERM_ENUM)136); //B10(0-3) B11(0-3) B10(0-3) B11(0-3) B14(0-3) B15(0-3) B14(0-3) B15(0-3) - const __m512i rhs_mat_2367ABEF_10_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_10, (_MM_PERM_ENUM)136); //B12(0-3) B13(0-3) B12(0-3) B13(0-3) B16(0-3) B17(0-3) B16(0-3) B17(0-3) + const __m512i rhs_mat_014589CD_10_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_10, (_MM_PERM_ENUM)136); //B10(0-3) B11(0-3) B10(0-3) B11(0-3) B14(0-3) B15(0-3) B14(0-3) B15(0-3) B18(0-3) B19(0-3) B18(0-3) B19(0-3) B1C(0-3) B1D(0-3) B1C(0-3) B1D(0-3) + const __m512i rhs_mat_2367ABEF_10_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_10, (_MM_PERM_ENUM)136); //B12(0-3) B13(0-3) B12(0-3) B13(0-3) B16(0-3) B17(0-3) B16(0-3) B17(0-3) B1A(0-3) B1B(0-3) B1A(0-3) B1B(0-3) B1E(0-3) B1F(0-3) B1E(0-3) B1F(0-3) - const __m512i rhs_mat_014589CD_11_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_11, (_MM_PERM_ENUM)136); //B10(8-11) B11(8-11) B10(8-11) B11(8-11) B14(8-11) B15(8-11) B14(8-11) B15(8-11) - const __m512i rhs_mat_2367ABEF_11_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_11, (_MM_PERM_ENUM)136); //B12(8-11) B13(8-11) B12(8-11) B13(8-11) B16(8-11) B17(8-11) B16(8-11) B17(8-11) + const __m512i rhs_mat_014589CD_11_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_11, (_MM_PERM_ENUM)136); //B10(8-11) B11(8-11) B10(8-11) B11(8-11) B14(8-11) B15(8-11) B14(8-11) B15(8-11) B18(8-11) B19(8-11) B18(8-11) B19(8-11) B1C(8-11) B1D(8-11) B1C(8-11) B1D(8-11) + const __m512i rhs_mat_2367ABEF_11_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_11, (_MM_PERM_ENUM)136); //B12(8-11) B13(8-11) B12(8-11) B13(8-11) B16(8-11) B17(8-11) B16(8-11) B17(8-11) B1A(8-11) B1B(8-11) B1A(8-11) B1B(8-11) B1E(8-11) B1F(8-11) B1E(8-11) B1F(8-11) - const __m512i rhs_mat_014589CD_20_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_20, (_MM_PERM_ENUM)136); //B20(0-3) B21(0-3) B20(0-3) B21(0-3) B24(0-3) B25(0-3) B24(0-3) B25(0-3) - const __m512i rhs_mat_2367ABEF_20_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_20, (_MM_PERM_ENUM)136); //B22(0-3) B23(0-3) B22(0-3) B23(0-3) B26(0-3) B27(0-3) B26(0-3) B27(0-3) + const __m512i rhs_mat_014589CD_20_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_20, (_MM_PERM_ENUM)136); //B20(0-3) B21(0-3) B20(0-3) B21(0-3) B24(0-3) B25(0-3) B24(0-3) B25(0-3) B28(0-3) B29(0-3) B28(0-3) B29(0-3) B2C(0-3) B2D(0-3) B2C(0-3) B2D(0-3) + const __m512i rhs_mat_2367ABEF_20_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_20, (_MM_PERM_ENUM)136); //B22(0-3) B23(0-3) B22(0-3) B23(0-3) B26(0-3) B27(0-3) B26(0-3) B27(0-3) B2A(0-3) B2B(0-3) B2A(0-3) B2B(0-3) B2E(0-3) B2F(0-3) B2E(0-3) B2F(0-3) - const __m512i rhs_mat_014589CD_21_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_21, (_MM_PERM_ENUM)136); //B20(8-11) B21(8-11) B20(8-11) B21(8-11) B24(8-11) B25(8-11) B24(8-11) B25(8-11) - const __m512i rhs_mat_2367ABEF_21_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_21, (_MM_PERM_ENUM)136); //B22(8-11) B23(8-11) B22(8-11) B23(8-11) B26(8-11) B27(8-11) B26(8-11) B27(8-11) + const __m512i rhs_mat_014589CD_21_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_21, (_MM_PERM_ENUM)136); //B20(8-11) B21(8-11) B20(8-11) B21(8-11) B24(8-11) B25(8-11) B24(8-11) B25(8-11) B28(8-11) B29(8-11) B28(8-11) B29(8-11) B2C(8-11) B2D(8-11) B2C(8-11) B2D(8-11) + const __m512i rhs_mat_2367ABEF_21_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_21, (_MM_PERM_ENUM)136); //B22(8-11) B23(8-11) B22(8-11) B23(8-11) B26(8-11) B27(8-11) B26(8-11) B27(8-11) B2A(8-11) B2B(8-11) B2A(8-11) B2B(8-11) B2E(8-11) B2F(8-11) B2E(8-11) B2F(8-11) - const __m512i rhs_mat_014589CD_30_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_30, (_MM_PERM_ENUM)136); //B30(0-3) B31(0-3) B30(0-3) B31(0-3) B34(0-3) B35(0-3) B34(0-3) B35(0-3) - const __m512i rhs_mat_2367ABEF_30_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_30, (_MM_PERM_ENUM)136); //B32(0-3) B33(0-3) B32(0-3) B33(0-3) B36(0-3) B37(0-3) B36(0-3) B37(0-3) + const __m512i rhs_mat_014589CD_30_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_30, (_MM_PERM_ENUM)136); //B30(0-3) B31(0-3) B30(0-3) B31(0-3) B34(0-3) B35(0-3) B34(0-3) B35(0-3) B38(0-3) B39(0-3) B38(0-3) B39(0-3) B3C(0-3) B3D(0-3) B3C(0-3) B3D(0-3) + const __m512i rhs_mat_2367ABEF_30_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_30, (_MM_PERM_ENUM)136); //B32(0-3) B33(0-3) B32(0-3) B33(0-3) B36(0-3) B37(0-3) B36(0-3) B37(0-3) B3A(0-3) B3B(0-3) B3A(0-3) B3B(0-3) B3E(0-3) B3F(0-3) B3E(0-3) B3F(0-3) - const __m512i rhs_mat_014589CD_31_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_31, (_MM_PERM_ENUM)136); //B30(8-11) B31(8-11) B30(8-11) B31(8-11) B34(8-11) B35(8-11) B34(8-11) B35(8-11 - const __m512i rhs_mat_2367ABEF_31_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_31, (_MM_PERM_ENUM)136); //B32(8-11) B33(8-11) B32(8-11) B33(8-11) B36(8-11) B37(8-11) B36(8-11) B37(8-11) + const __m512i rhs_mat_014589CD_31_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_31, (_MM_PERM_ENUM)136); //B30(8-11) B31(8-11) B30(8-11) B31(8-11) B34(8-11) B35(8-11) B34(8-11) B35(8-11) B38(8-11) B39(8-11) B38(8-11) B39(8-11) B3C(8-11) B3D(8-11) B3C(8-11) B3D(8-11) + const __m512i rhs_mat_2367ABEF_31_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_31, (_MM_PERM_ENUM)136); //B32(8-11) B33(8-11) B32(8-11) B33(8-11) B36(8-11) B37(8-11) B36(8-11) B37(8-11) B3A(8-11) B3B(8-11) B3A(8-11) B3B(8-11) B3E(8-11) B3F(8-11) B3E(8-11) B3F(8-11) - const __m512i rhs_mat_014589CD_40_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_40, (_MM_PERM_ENUM)136); //B40(0-3) B41(0-3) B40(0-3) B41(0-3) B44(0-3) B45(0-3) B44(0-3) B45(0-3) - const __m512i rhs_mat_2367ABEF_40_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_40, (_MM_PERM_ENUM)136); //B42(0-3) B43(0-3) B42(0-3) B43(0-3) B46(0-3) B47(0-3) B46(0-3) B47(0-3) + const __m512i rhs_mat_014589CD_40_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_40, (_MM_PERM_ENUM)136); //B40(0-3) B41(0-3) B40(0-3) B41(0-3) B44(0-3) B45(0-3) B44(0-3) B45(0-3) B48(0-3) B49(0-3) B48(0-3) B49(0-3) B4C(0-3) B4D(0-3) B4C(0-3) B4D(0-3) + const __m512i rhs_mat_2367ABEF_40_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_40, (_MM_PERM_ENUM)136); //B42(0-3) B43(0-3) B42(0-3) B43(0-3) B46(0-3) B47(0-3) B46(0-3) B47(0-3) B4A(0-3) B4B(0-3) B4A(0-3) B4B(0-3) B4E(0-3) B4F(0-3) B4E(0-3) B4F(0-3) - const __m512i rhs_mat_014589CD_41_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_41, (_MM_PERM_ENUM)136); //B40(8-11) B41(8-11) B40(8-11) B41(8-11) B44(8-11) B45(8-11) B44(8-11) B45(8-11) - const __m512i rhs_mat_2367ABEF_41_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_41, (_MM_PERM_ENUM)136); //B42(8-11) B43(8-11) B42(8-11) B43(8-11) B46(8-11) B47(8-11) B46(8-11) B47(8-11) + const __m512i rhs_mat_014589CD_41_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_41, (_MM_PERM_ENUM)136); //B40(8-11) B41(8-11) B40(8-11) B41(8-11) B44(8-11) B45(8-11) B44(8-11) B45(8-11) B48(8-11) B49(8-11) B48(8-11) B49(8-11) B4C(8-11) B4D(8-11) B4C(8-11) B4D(8-11) + const __m512i rhs_mat_2367ABEF_41_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_41, (_MM_PERM_ENUM)136); //B42(8-11) B43(8-11) B42(8-11) B43(8-11) B46(8-11) B47(8-11) B46(8-11) B47(8-11) B4A(8-11) B4B(8-11) B4A(8-11) B4B(8-11) B4E(8-11) B4F(8-11) B4E(8-11) B4F(8-11) - const __m512i rhs_mat_014589CD_50_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_50, (_MM_PERM_ENUM)136); //B50(0-3) B51(0-3) B50(0-3) B51(0-3) B54(0-3) B55(0-3) B54(0-3) B55(0-3) - const __m512i rhs_mat_2367ABEF_50_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_50, (_MM_PERM_ENUM)136); //B52(0-3) B53(0-3) B52(0-3) B53(0-3) B56(0-3) B57(0-3) B56(0-3) B57(0-3) + const __m512i rhs_mat_014589CD_50_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_50, (_MM_PERM_ENUM)136); //B50(0-3) B51(0-3) B50(0-3) B51(0-3) B54(0-3) B55(0-3) B54(0-3) B55(0-3) B58(0-3) B59(0-3) B58(0-3) B59(0-3) B5C(0-3) B5D(0-3) B5C(0-3) B5D(0-3) + const __m512i rhs_mat_2367ABEF_50_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_50, (_MM_PERM_ENUM)136); //B52(0-3) B53(0-3) B52(0-3) B53(0-3) B56(0-3) B57(0-3) B56(0-3) B57(0-3) B5A(0-3) B5B(0-3) B5A(0-3) B5B(0-3) B5E(0-3) B5F(0-3) B5E(0-3) B5F(0-3) - const __m512i rhs_mat_014589CD_51_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_51, (_MM_PERM_ENUM)136); //B50(8-11) B51(8-11) B50(8-11) B51(8-11) B54(8-11) B55(8-11) B54(8-11) B55(8-11) - const __m512i rhs_mat_2367ABEF_51_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_51, (_MM_PERM_ENUM)136); //B52(8-11) B53(8-11) B52(8-11) B53(8-11) B56(8-11) B57(8-11) B56(8-11) B57(8-11) + const __m512i rhs_mat_014589CD_51_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_51, (_MM_PERM_ENUM)136); //B50(8-11) B51(8-11) B50(8-11) B51(8-11) B54(8-11) B55(8-11) B54(8-11) B55(8-11) B58(8-11) B59(8-11) B58(8-11) B59(8-11) B5C(8-11) B5D(8-11) B5C(8-11) B5D(8-11) + const __m512i rhs_mat_2367ABEF_51_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_51, (_MM_PERM_ENUM)136); //B52(8-11) B53(8-11) B52(8-11) B53(8-11) B56(8-11) B57(8-11) B56(8-11) B57(8-11) B5A(8-11) B5B(8-11) B5A(8-11) B5B(8-11) B5E(8-11) B5F(8-11) B5E(8-11) B5F(8-11) - const __m512i rhs_mat_014589CD_60_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_60, (_MM_PERM_ENUM)136); //B60(0-3) B61(0-3) B60(0-3) B61(0-3) B64(0-3) B65(0-3) B64(0-3) B65(0-3) - const __m512i rhs_mat_2367ABEF_60_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_60, (_MM_PERM_ENUM)136); //B62(0-3) B63(0-3) B62(0-3) B63(0-3) B66(0-3) B67(0-3) B66(0-3) B67(0-3) + const __m512i rhs_mat_014589CD_60_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_60, (_MM_PERM_ENUM)136); //B60(0-3) B61(0-3) B60(0-3) B61(0-3) B64(0-3) B65(0-3) B64(0-3) B65(0-3) B68(0-3) B69(0-3) B68(0-3) B69(0-3) B6C(0-3) B6D(0-3) B6C(0-3) B6D(0-3) + const __m512i rhs_mat_2367ABEF_60_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_60, (_MM_PERM_ENUM)136); //B62(0-3) B63(0-3) B62(0-3) B63(0-3) B66(0-3) B67(0-3) B66(0-3) B67(0-3) B6A(0-3) B6B(0-3) B6A(0-3) B6B(0-3) B6E(0-3) B6F(0-3) B6E(0-3) B6F(0-3) - const __m512i rhs_mat_014589CD_61_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_61, (_MM_PERM_ENUM)136); //B60(8-11) B61(8-11) B60(8-11) B61(8-11) B64(8-11) B65(8-11) B64(8-11) B65(8-11) - const __m512i rhs_mat_2367ABEF_61_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_61, (_MM_PERM_ENUM)136); //B62(8-11) B63(8-11) B62(8-11) B63(8-11) B66(8-11) B67(8-11) B66(8-11) B67(8-11) + const __m512i rhs_mat_014589CD_61_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_61, (_MM_PERM_ENUM)136); //B60(8-11) B61(8-11) B60(8-11) B61(8-11) B64(8-11) B65(8-11) B64(8-11) B65(8-11) B68(8-11) B69(8-11) B68(8-11) B69(8-11) B6C(8-11) B6D(8-11) B6C(8-11) B6D(8-11) + const __m512i rhs_mat_2367ABEF_61_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_61, (_MM_PERM_ENUM)136); //B62(8-11) B63(8-11) B62(8-11) B63(8-11) B66(8-11) B67(8-11) B66(8-11) B67(8-11) B6A(8-11) B6B(8-11) B6A(8-11) B6B(8-11) B6E(8-11) B6F(8-11) B6E(8-11) B6F(8-11) - const __m512i rhs_mat_014589CD_70_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_70, (_MM_PERM_ENUM)136); //B70(0-3) B71(0-3) B70(0-3) B71(0-3) B74(0-3) B75(0-3) B74(0-3) B75(0-3) - const __m512i rhs_mat_2367ABEF_70_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_70, (_MM_PERM_ENUM)136); //B72(0-3) B73(0-3) B72(0-3) B73(0-3) B76(0-3) B77(0-3) B76(0-3) B77(0-3) + const __m512i rhs_mat_014589CD_70_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_70, (_MM_PERM_ENUM)136); //B70(0-3) B71(0-3) B70(0-3) B71(0-3) B74(0-3) B75(0-3) B74(0-3) B75(0-3) B78(0-3) B79(0-3) B78(0-3) B79(0-3) B7C(0-3) B7D(0-3) B7C(0-3) B7D(0-3) + const __m512i rhs_mat_2367ABEF_70_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_70, (_MM_PERM_ENUM)136); //B72(0-3) B73(0-3) B72(0-3) B73(0-3) B76(0-3) B77(0-3) B76(0-3) B77(0-3) B7A(0-3) B7B(0-3) B7A(0-3) B7B(0-3) B7E(0-3) B7F(0-3) B7E(0-3) B7F(0-3) - const __m512i rhs_mat_014589CD_71_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_71, (_MM_PERM_ENUM)136); //B70(8-11) B71(8-11) B70(8-11) B71(8-11) B74(8-11) B75(8-11) B74(8-11) B75(8-11) - const __m512i rhs_mat_2367ABEF_71_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_71, (_MM_PERM_ENUM)136); //B72(8-11) B73(8-11) B72(8-11) B73(8-11) B76(8-11) B77(8-11) B76(8-11) B77(8-11) + const __m512i rhs_mat_014589CD_71_sp1 = _mm512_shuffle_epi32(rhs_mat_014589CD_71, (_MM_PERM_ENUM)136); //B70(8-11) B71(8-11) B70(8-11) B71(8-11) B74(8-11) B75(8-11) B74(8-11) B75(8-11) B78(8-11) B79(8-11) B78(8-11) B79(8-11) B7C(8-11) B7D(8-11) B7C(8-11) B7D(8-11) + const __m512i rhs_mat_2367ABEF_71_sp1 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_71, (_MM_PERM_ENUM)136); //B72(8-11) B73(8-11) B72(8-11) B73(8-11) B76(8-11) B77(8-11) B76(8-11) B77(8-11) B7A(8-11) B7B(8-11) B7A(8-11) B7B(8-11) B7E(8-11) B7F(8-11) B7E(8-11) B7F(8-11) // Shuffle pattern two - right side input - const __m512i rhs_mat_014589CD_00_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_00, (_MM_PERM_ENUM)221); //B00(4-7) B01(4-7) B00(4-7) B01(4-7) B04(4-7) B05(4-7) B04(4-7) B05(4-7) - const __m512i rhs_mat_2367ABEF_00_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_00, (_MM_PERM_ENUM)221); //B02(4-7) B03(4-7) B02(4-7) B03(4-7) B06(4-7) B07(4-7) B06(4-7) B07(4-7) + const __m512i rhs_mat_014589CD_00_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_00, (_MM_PERM_ENUM)221); //B00(4-7) B01(4-7) B00(4-7) B01(4-7) B04(4-7) B05(4-7) B04(4-7) B05(4-7) B08(4-7) B09(4-7) B08(4-7) B09(4-7) B0C(4-7) B0D(4-7) B0C(4-7) B0D(4-7) + const __m512i rhs_mat_2367ABEF_00_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_00, (_MM_PERM_ENUM)221); //B02(4-7) B03(4-7) B02(4-7) B03(4-7) B06(4-7) B07(4-7) B06(4-7) B07(4-7) B0A(4-7) B0B(4-7) B0A(4-7) B0B(4-7) B0E(4-7) B0F(4-7) B0E(4-7) B0F(4-7) - const __m512i rhs_mat_014589CD_01_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_01, (_MM_PERM_ENUM)221); //B00(12-15) B01(12-15) B00(12-15) B01(12-15) B04(12-15) B05(12-15) B04(12-15) B05(12-15) - const __m512i rhs_mat_2367ABEF_01_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_01, (_MM_PERM_ENUM)221); //B02(12-15) B03(12-15) B02(12-15) B03(12-15) B06(12-15) B07(12-15) B06(12-15) B07(12-15) + const __m512i rhs_mat_014589CD_01_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_01, (_MM_PERM_ENUM)221); //B00(12-15) B01(12-15) B00(12-15) B01(12-15) B04(12-15) B05(12-15) B04(12-15) B05(12-15) B08(12-15) B09(12-15) B08(12-15) B09(12-15) B0C(12-15) B0D(12-15) B0C(12-15) B0D(12-15) + const __m512i rhs_mat_2367ABEF_01_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_01, (_MM_PERM_ENUM)221); //B02(12-15) B03(12-15) B02(12-15) B03(12-15) B06(12-15) B07(12-15) B06(12-15) B07(12-15) B0A(12-15) B0B(12-15) B0A(12-15) B0B(12-15) B0E(12-15) B0F(12-15) B0E(12-15) B0F(12-15) - const __m512i rhs_mat_014589CD_10_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_10, (_MM_PERM_ENUM)221); //B10(4-7) B11(4-7) B10(4-7) B11(4-7) B14(4-7) B15(4-7) B14(4-7) B15(4-7) - const __m512i rhs_mat_2367ABEF_10_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_10, (_MM_PERM_ENUM)221); //B12(4-7) B13(4-7) B12(4-7) B13(4-7) B16(4-7) B17(4-7) B16(4-7) B17(4-7) + const __m512i rhs_mat_014589CD_10_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_10, (_MM_PERM_ENUM)221); //B10(4-7) B11(4-7) B10(4-7) B11(4-7) B14(4-7) B15(4-7) B14(4-7) B15(4-7) B18(4-7) B19(4-7) B18(4-7) B19(4-7) B1C(4-7) B1D(4-7) B1C(4-7) B1D(4-7) + const __m512i rhs_mat_2367ABEF_10_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_10, (_MM_PERM_ENUM)221); //B12(4-7) B13(4-7) B12(4-7) B13(4-7) B16(4-7) B17(4-7) B16(4-7) B17(4-7) B1A(4-7) B1B(4-7) B1A(4-7) B1B(4-7) B1E(4-7) B1F(4-7) B1E(4-7) B1F(4-7) - const __m512i rhs_mat_014589CD_11_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_11, (_MM_PERM_ENUM)221); //B10(12-15) B11(12-15) B10(12-15) B11(12-15) B14(12-15) B15(12-15) B14(12-15) B15(12-15) - const __m512i rhs_mat_2367ABEF_11_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_11, (_MM_PERM_ENUM)221); //B12(12-15) B13(12-15) B12(12-15) B13(12-15) B16(12-15) B17(12-15) B16(12-15) B17(12-15) + const __m512i rhs_mat_014589CD_11_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_11, (_MM_PERM_ENUM)221); //B10(12-15) B11(12-15) B10(12-15) B11(12-15) B14(12-15) B15(12-15) B14(12-15) B15(12-15) B18(12-15) B19(12-15) B18(12-15) B19(12-15) B1C(12-15) B1D(12-15) B1C(12-15) B1D(12-15) + const __m512i rhs_mat_2367ABEF_11_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_11, (_MM_PERM_ENUM)221); //B12(12-15) B13(12-15) B12(12-15) B13(12-15) B16(12-15) B17(12-15) B16(12-15) B17(12-15) B1A(12-15) B1B(12-15) B1A(12-15) B1B(12-15) B1E(12-15) B1F(12-15) B1E(12-15) B1F(12-15) - const __m512i rhs_mat_014589CD_20_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_20, (_MM_PERM_ENUM)221); //B20(4-7) B21(4-7) B20(4-7) B21(4-7) B24(4-7) B25(4-7) B24(4-7) B25(4-7) - const __m512i rhs_mat_2367ABEF_20_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_20, (_MM_PERM_ENUM)221); //B22(4-7) B23(4-7) B22(4-7) B23(4-7) B26(4-7) B27(4-7) B26(4-7) B27(4-7) + const __m512i rhs_mat_014589CD_20_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_20, (_MM_PERM_ENUM)221); //B20(4-7) B21(4-7) B20(4-7) B21(4-7) B24(4-7) B25(4-7) B24(4-7) B25(4-7) B28(4-7) B29(4-7) B28(4-7) B29(4-7) B2C(4-7) B2D(4-7) B2C(4-7) B2D(4-7) + const __m512i rhs_mat_2367ABEF_20_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_20, (_MM_PERM_ENUM)221); //B22(4-7) B23(4-7) B22(4-7) B23(4-7) B26(4-7) B27(4-7) B26(4-7) B27(4-7) B2A(4-7) B2B(4-7) B2A(4-7) B2B(4-7) B2E(4-7) B2F(4-7) B2E(4-7) B2F(4-7) - const __m512i rhs_mat_014589CD_21_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_21, (_MM_PERM_ENUM)221); //B20(12-15) B21(12-15) B20(12-15) B21(12-15) B24(12-15) B25(12-15) B24(12-15) B25(12-15) - const __m512i rhs_mat_2367ABEF_21_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_21, (_MM_PERM_ENUM)221); //B22(12-15) B23(12-15) B22(12-15) B23(12-15) B26(12-15) B27(12-15) B26(12-15) B27(12-15) + const __m512i rhs_mat_014589CD_21_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_21, (_MM_PERM_ENUM)221); //B20(12-15) B21(12-15) B20(12-15) B21(12-15) B24(12-15) B25(12-15) B24(12-15) B25(12-15) B28(12-15) B29(12-15) B28(12-15) B29(12-15) B2C(12-15) B2D(12-15) B2C(12-15) B2D(12-15) + const __m512i rhs_mat_2367ABEF_21_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_21, (_MM_PERM_ENUM)221); //B22(12-15) B23(12-15) B22(12-15) B23(12-15) B26(12-15) B27(12-15) B26(12-15) B27(12-15) B2A(12-15) B2B(12-15) B2A(12-15) B2B(12-15) B2E(12-15) B2F(12-15) B2E(12-15) B2F(12-15) - const __m512i rhs_mat_014589CD_30_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_30, (_MM_PERM_ENUM)221); //B30(4-7) B31(4-7) B30(4-7) B31(4-7) B34(4-7) B35(4-7) B34(4-7) B35(4-7) - const __m512i rhs_mat_2367ABEF_30_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_30, (_MM_PERM_ENUM)221); //B32(4-7) B33(4-7) B32(4-7) B33(4-7) B36(4-7) B37(4-7) B36(4-7) B37(4-7) + const __m512i rhs_mat_014589CD_30_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_30, (_MM_PERM_ENUM)221); //B30(4-7) B31(4-7) B30(4-7) B31(4-7) B34(4-7) B35(4-7) B34(4-7) B35(4-7) B38(4-7) B39(4-7) B38(4-7) B39(4-7) B3C(4-7) B3D(4-7) B3C(4-7) B3D(4-7) + const __m512i rhs_mat_2367ABEF_30_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_30, (_MM_PERM_ENUM)221); //B32(4-7) B33(4-7) B32(4-7) B33(4-7) B36(4-7) B37(4-7) B36(4-7) B37(4-7) B3A(4-7) B3B(4-7) B3A(4-7) B3B(4-7) B3E(4-7) B3F(4-7) B3E(4-7) B3F(4-7) - const __m512i rhs_mat_014589CD_31_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_31, (_MM_PERM_ENUM)221); //B30(12-15) B31(12-15) B30(12-15) B31(12-15) B34(12-15) B35(12-15) B34(12-15) B35(12-15) - const __m512i rhs_mat_2367ABEF_31_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_31, (_MM_PERM_ENUM)221); //B32(12-15) B33(12-15) B32(12-15) B33(12-15) B36(12-15) B37(12-15) B36(12-15) B37(12-15) + const __m512i rhs_mat_014589CD_31_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_31, (_MM_PERM_ENUM)221); //B30(12-15) B31(12-15) B30(12-15) B31(12-15) B34(12-15) B35(12-15) B34(12-15) B35(12-15) B38(12-15) B39(12-15) B38(12-15) B39(12-15) B3C(12-15) B3D(12-15) B3C(12-15) B3D(12-15) + const __m512i rhs_mat_2367ABEF_31_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_31, (_MM_PERM_ENUM)221); //B32(12-15) B33(12-15) B32(12-15) B33(12-15) B36(12-15) B37(12-15) B36(12-15) B37(12-15) B3A(12-15) B3B(12-15) B3A(12-15) B3B(12-15) B3E(12-15) B3F(12-15) B3E(12-15) B3F(12-15) - const __m512i rhs_mat_014589CD_40_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_40, (_MM_PERM_ENUM)221); //B40(4-7) B41(4-7) B40(4-7) B41(4-7) B44(4-7) B45(4-7) B44(4-7) B45(4-7) - const __m512i rhs_mat_2367ABEF_40_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_40, (_MM_PERM_ENUM)221); //B42(4-7) B43(4-7) B42(4-7) B43(4-7) B46(4-7) B47(4-7) B46(4-7) B47(4-7) + const __m512i rhs_mat_014589CD_40_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_40, (_MM_PERM_ENUM)221); //B40(4-7) B41(4-7) B40(4-7) B41(4-7) B44(4-7) B45(4-7) B44(4-7) B45(4-7) B48(4-7) B49(4-7) B48(4-7) B49(4-7) B4C(4-7) B4D(4-7) B4C(4-7) B4D(4-7) + const __m512i rhs_mat_2367ABEF_40_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_40, (_MM_PERM_ENUM)221); //B42(4-7) B43(4-7) B42(4-7) B43(4-7) B46(4-7) B47(4-7) B46(4-7) B47(4-7) B4A(4-7) B4B(4-7) B4A(4-7) B4B(4-7) B4E(4-7) B4F(4-7) B4E(4-7) B4F(4-7) - const __m512i rhs_mat_014589CD_41_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_41, (_MM_PERM_ENUM)221); //B40(12-15) B41(12-15) B40(12-15) B41(12-15) B44(12-15) B45(12-15) B44(12-15) B45(12-15) - const __m512i rhs_mat_2367ABEF_41_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_41, (_MM_PERM_ENUM)221); //B42(12-15) B43(12-15) B42(12-15) B43(12-15) B46(12-15) B47(12-15) B46(12-15) B47(12-15) + const __m512i rhs_mat_014589CD_41_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_41, (_MM_PERM_ENUM)221); //B40(12-15) B41(12-15) B40(12-15) B41(12-15) B44(12-15) B45(12-15) B44(12-15) B45(12-15) B48(12-15) B49(12-15) B48(12-15) B49(12-15) B4C(12-15) B4D(12-15) B4C(12-15) B4D(12-15) + const __m512i rhs_mat_2367ABEF_41_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_41, (_MM_PERM_ENUM)221); //B42(12-15) B43(12-15) B42(12-15) B43(12-15) B46(12-15) B47(12-15) B46(12-15) B47(12-15) B4A(12-15) B4B(12-15) B4A(12-15) B4B(12-15) B4E(12-15) B4F(12-15) B4E(12-15) B4F(12-15) - const __m512i rhs_mat_014589CD_50_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_50, (_MM_PERM_ENUM)221); //B50(4-7) B51(4-7) B50(4-7) B51(4-7) B54(4-7) B55(4-7) B54(4-7) B55(4-7) - const __m512i rhs_mat_2367ABEF_50_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_50, (_MM_PERM_ENUM)221); //B52(4-7) B53(4-7) B52(4-7) B53(4-7) B56(4-7) B57(4-7) B56(4-7) B57(4-7) + const __m512i rhs_mat_014589CD_50_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_50, (_MM_PERM_ENUM)221); //B50(4-7) B51(4-7) B50(4-7) B51(4-7) B54(4-7) B55(4-7) B54(4-7) B55(4-7) B58(4-7) B59(4-7) B58(4-7) B59(4-7) B5C(4-7) B5D(4-7) B5C(4-7) B5D(4-7) + const __m512i rhs_mat_2367ABEF_50_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_50, (_MM_PERM_ENUM)221); //B52(4-7) B53(4-7) B52(4-7) B53(4-7) B56(4-7) B57(4-7) B56(4-7) B57(4-7) B5A(4-7) B5B(4-7) B5A(4-7) B5B(4-7) B5E(4-7) B5F(4-7) B5E(4-7) B5F(4-7) - const __m512i rhs_mat_014589CD_51_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_51, (_MM_PERM_ENUM)221); //B50(12-15) B51(12-15) B50(12-15) B51(12-15) B54(12-15) B55(12-15) B54(12-15) B55(12-15) - const __m512i rhs_mat_2367ABEF_51_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_51, (_MM_PERM_ENUM)221); //B52(12-15) B53(12-15) B52(12-15) B53(12-15) B56(12-15) B57(12-15) B56(12-15) B57(12-15) + const __m512i rhs_mat_014589CD_51_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_51, (_MM_PERM_ENUM)221); //B50(12-15) B51(12-15) B50(12-15) B51(12-15) B54(12-15) B55(12-15) B54(12-15) B55(12-15) B58(12-15) B59(12-15) B58(12-15) B59(12-15) B5C(12-15) B5D(12-15) B5C(12-15) B5D(12-15) + const __m512i rhs_mat_2367ABEF_51_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_51, (_MM_PERM_ENUM)221); //B52(12-15) B53(12-15) B52(12-15) B53(12-15) B56(12-15) B57(12-15) B56(12-15) B57(12-15) B5A(12-15) B5B(12-15) B5A(12-15) B5B(12-15) B5E(12-15) B5F(12-15) B5E(12-15) B5F(12-15) - const __m512i rhs_mat_014589CD_60_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_60, (_MM_PERM_ENUM)221); //B60(4-7) B61(4-7) B60(4-7) B61(4-7) B64(4-7) B65(4-7) B64(4-7) B65(4-7) - const __m512i rhs_mat_2367ABEF_60_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_60, (_MM_PERM_ENUM)221); //B62(4-7) B63(4-7) B62(4-7) B63(4-7) B66(4-7) B67(4-7) B66(4-7) B67(4-7) + const __m512i rhs_mat_014589CD_60_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_60, (_MM_PERM_ENUM)221); //B60(4-7) B61(4-7) B60(4-7) B61(4-7) B64(4-7) B65(4-7) B64(4-7) B65(4-7) B68(4-7) B69(4-7) B68(4-7) B69(4-7) B6C(4-7) B6D(4-7) B6C(4-7) B6D(4-7) + const __m512i rhs_mat_2367ABEF_60_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_60, (_MM_PERM_ENUM)221); //B62(4-7) B63(4-7) B62(4-7) B63(4-7) B66(4-7) B67(4-7) B66(4-7) B67(4-7) B6A(4-7) B6B(4-7) B6A(4-7) B6B(4-7) B6E(4-7) B6F(4-7) B6E(4-7) B6F(4-7) - const __m512i rhs_mat_014589CD_61_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_61, (_MM_PERM_ENUM)221); //B60(12-15) B61(12-15) B60(12-15) B61(12-15) B64(12-15) B65(12-15) B64(12-15) B65(12-15) - const __m512i rhs_mat_2367ABEF_61_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_61, (_MM_PERM_ENUM)221); //B62(12-15) B63(12-15) B62(12-15) B63(12-15) B66(12-15) B67(12-15) B66(12-15) B67(12-15) + const __m512i rhs_mat_014589CD_61_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_61, (_MM_PERM_ENUM)221); //B60(12-15) B61(12-15) B60(12-15) B61(12-15) B64(12-15) B65(12-15) B64(12-15) B65(12-15) B68(12-15) B69(12-15) B68(12-15) B69(12-15) B6C(12-15) B6D(12-15) B6C(12-15) B6D(12-15) + const __m512i rhs_mat_2367ABEF_61_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_61, (_MM_PERM_ENUM)221); //B62(12-15) B63(12-15) B62(12-15) B63(12-15) B66(12-15) B67(12-15) B66(12-15) B67(12-15) B6A(12-15) B6B(12-15) B6A(12-15) B6B(12-15) B6E(12-15) B6F(12-15) B6E(12-15) B6F(12-15) - const __m512i rhs_mat_014589CD_70_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_70, (_MM_PERM_ENUM)221); //B70(4-7) B71(4-7) B70(4-7) B71(4-7) B74(4-7) B75(4-7) B74(4-7) B75(4-7) - const __m512i rhs_mat_2367ABEF_70_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_70, (_MM_PERM_ENUM)221); //B72(4-7) B73(4-7) B72(4-7) B73(4-7) B76(4-7) B77(4-7) B76(4-7) B77(4-7) + const __m512i rhs_mat_014589CD_70_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_70, (_MM_PERM_ENUM)221); //B70(4-7) B71(4-7) B70(4-7) B71(4-7) B74(4-7) B75(4-7) B74(4-7) B75(4-7) B78(4-7) B79(4-7) B78(4-7) B79(4-7) B7C(4-7) B7D(4-7) B7C(4-7) B7D(4-7) + const __m512i rhs_mat_2367ABEF_70_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_70, (_MM_PERM_ENUM)221); //B72(4-7) B73(4-7) B72(4-7) B73(4-7) B76(4-7) B77(4-7) B76(4-7) B77(4-7) B7A(4-7) B7B(4-7) B7A(4-7) B7B(4-7) B7E(4-7) B7F(4-7) B7E(4-7) B7F(4-7) - const __m512i rhs_mat_014589CD_71_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_71, (_MM_PERM_ENUM)221); //B70(12-15) B71(12-15) B70(12-15) B71(12-15) B74(12-15) B75(12-15) B74(12-15) B75(12-15) - const __m512i rhs_mat_2367ABEF_71_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_71, (_MM_PERM_ENUM)221); //B72(12-15) B73(12-15) B72(12-15) B73(12-15) B76(12-15) B77(12-15) B76(12-15) B77(12-15) + const __m512i rhs_mat_014589CD_71_sp2 = _mm512_shuffle_epi32(rhs_mat_014589CD_71, (_MM_PERM_ENUM)221); //B70(12-15) B71(12-15) B70(12-15) B71(12-15) B74(12-15) B75(12-15) B74(12-15) B75(12-15) B78(12-15) B79(12-15) B78(12-15) B79(12-15) B7C(12-15) B7D(12-15) B7C(12-15) B7D(12-15) + const __m512i rhs_mat_2367ABEF_71_sp2 = _mm512_shuffle_epi32(rhs_mat_2367ABEF_71, (_MM_PERM_ENUM)221); //B72(12-15) B73(12-15) B72(12-15) B73(12-15) B76(12-15) B77(12-15) B76(12-15) B77(12-15) B7A(12-15) B7B(12-15) B7A(12-15) B7B(12-15) B7E(12-15) B7F(12-15) B7E(12-15) B7F(12-15) //Scales of corresponding sub blocks from different Q6_K structures are stored together //s00 s01 s10 s11 s20 s21 ...... s70 s71 - // Combine mins and scales for sub-blocks: 0-1, 2-3, 4-5, 6-7 in the sb loop const __m128i scales_01_0 = _mm_loadu_si128((const __m128i *)(b_ptr_0[b].scales + sb * 64)); const __m128i scales_23_0 = _mm_loadu_si128((const __m128i *)(b_ptr_0[b].scales + 16 + sb * 64)); const __m128i scales_45_0 = _mm_loadu_si128((const __m128i *)(b_ptr_0[b].scales + 32 + sb * 64)); @@ -8077,7 +8080,6 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo const __m128i scales_45_1 = _mm_loadu_si128((const __m128i *)(b_ptr_1[b].scales + 32 + sb * 64)); const __m128i scales_67_1 = _mm_loadu_si128((const __m128i *)(b_ptr_1[b].scales + 48 + sb * 64)); - // Combine mins and scales for sub-blocks: 0-1, 2-3, 4-5, 6-7 in the sb loop const __m256i scales_01 = _mm256_insertf128_si256(_mm256_castsi128_si256(scales_01_0), scales_01_1, 1); const __m256i scales_23 = _mm256_insertf128_si256(_mm256_castsi128_si256(scales_23_0), scales_23_1, 1); const __m256i scales_45 = _mm256_insertf128_si256(_mm256_castsi128_si256(scales_45_0), scales_45_1, 1); @@ -8116,7 +8118,6 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo const __m512i scale_014589CD_7 = _mm512_shuffle_epi32(scales_7, (_MM_PERM_ENUM)68); const __m512i scale_2367ABEF_7 = _mm512_shuffle_epi32(scales_7, (_MM_PERM_ENUM)238); - // Load the four block_q8_k quantized values interleaved with each other in chunks of eight bytes - A0,A1,A2,A3 // Loaded as set of 128 bit vectors and repeated and stored into a 256 bit vector before again repeating into 512 bit vector __m256i lhs_mat_ymm_0123_00 = _mm256_loadu_si256((const __m256i * )((a_ptr[b].qs + 512 * sb))); @@ -8169,7 +8170,6 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo __m256i lhs_mat_ymm_01_71 = _mm256_permute2f128_si256(lhs_mat_ymm_0123_71, lhs_mat_ymm_0123_71, 0); __m256i lhs_mat_ymm_23_71 = _mm256_permute2f128_si256(lhs_mat_ymm_0123_71, lhs_mat_ymm_0123_71, 17); - __m512i lhs_mat_01_00 = _mm512_inserti32x8(_mm512_castsi256_si512(lhs_mat_ymm_01_00), lhs_mat_ymm_01_00, 1); __m512i lhs_mat_23_00 = _mm512_inserti32x8(_mm512_castsi256_si512(lhs_mat_ymm_23_00), lhs_mat_ymm_23_00, 1); __m512i lhs_mat_01_01 = _mm512_inserti32x8(_mm512_castsi256_si512(lhs_mat_ymm_01_01), lhs_mat_ymm_01_01, 1); @@ -8243,203 +8243,207 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo __m512i lhs_mat_s_01_71 = _mm512_maddubs_epi16(m32s_expanded, lhs_mat_01_71); __m512i lhs_mat_s_23_71 = _mm512_maddubs_epi16(m32s_expanded, lhs_mat_23_71); - // Shuffle pattern one - left side input - const __m512i lhs_mat_01_00_sp1 = _mm512_shuffle_epi32(lhs_mat_01_00, (_MM_PERM_ENUM)160); //A00(0-3) A00(0-3) A01(0-3) A01(0-3) A00(0-3) A00(0-3) A01(0-3) A01(0-3) - const __m512i lhs_mat_23_00_sp1 = _mm512_shuffle_epi32(lhs_mat_23_00, (_MM_PERM_ENUM)160); //A02(0-3) A03(0-3) A02(0-3) A03(0-3) A02(0-3) A03(0-3) A02(0-3) A03(0-3) + // Shuffle pattern one – left-side input - const __m512i lhs_mat_01_01_sp1 = _mm512_shuffle_epi32(lhs_mat_01_01, (_MM_PERM_ENUM)160); //A00(8-11) A00(8-11) A01(8-11) A01(8-11) A00(8-11) A00(8-11) A01(8-11) A01(8-11) - const __m512i lhs_mat_23_01_sp1 = _mm512_shuffle_epi32(lhs_mat_23_01, (_MM_PERM_ENUM)160); //A02(8-11) A03(8-11) A02(8-11) A03(8-11) A02(8-11) A03(8-11) A02(8-11) A03(8-11) + const __m512i lhs_mat_01_00_sp1 = _mm512_shuffle_epi32(lhs_mat_01_00, (_MM_PERM_ENUM)160); //A00(0-3) A00(0-3) A01(0-3) A01(0-3) + const __m512i lhs_mat_23_00_sp1 = _mm512_shuffle_epi32(lhs_mat_23_00, (_MM_PERM_ENUM)160); //A02(0-3) A03(0-3) A02(0-3) A03(0-3) - const __m512i lhs_mat_01_10_sp1 = _mm512_shuffle_epi32(lhs_mat_01_10, (_MM_PERM_ENUM)160); //A10(0-3) A10(0-3) A11(0-3) A11(0-3) A10(0-3) A10(0-3) A11(0-3) A11(0-3) - const __m512i lhs_mat_23_10_sp1 = _mm512_shuffle_epi32(lhs_mat_23_10, (_MM_PERM_ENUM)160); //A12(0-3) A13(0-3) A12(0-3) A13(0-3) A12(0-3) A13(0-3) A12(0-3) A13(0-3) + const __m512i lhs_mat_01_01_sp1 = _mm512_shuffle_epi32(lhs_mat_01_01, (_MM_PERM_ENUM)160); //A00(8-11) A00(8-11) A01(8-11) A01(8-11) + const __m512i lhs_mat_23_01_sp1 = _mm512_shuffle_epi32(lhs_mat_23_01, (_MM_PERM_ENUM)160); //A02(8-11) A03(8-11) A02(8-11) A03(8-11) - const __m512i lhs_mat_01_11_sp1 = _mm512_shuffle_epi32(lhs_mat_01_11, (_MM_PERM_ENUM)160); //A10(8-11) A10(8-11) A11(8-11) A11(8-11) A10(8-11) A10(8-11) A11(8-11) A11(8-11) - const __m512i lhs_mat_23_11_sp1 = _mm512_shuffle_epi32(lhs_mat_23_11, (_MM_PERM_ENUM)160); //A12(8-11) A13(8-11) A12(8-11) A13(8-11) A12(8-11) A13(8-11) A12(8-11) A13(8-11) + const __m512i lhs_mat_01_10_sp1 = _mm512_shuffle_epi32(lhs_mat_01_10, (_MM_PERM_ENUM)160); //A10(0-3) A10(0-3) A11(0-3) A11(0-3) + const __m512i lhs_mat_23_10_sp1 = _mm512_shuffle_epi32(lhs_mat_23_10, (_MM_PERM_ENUM)160); //A12(0-3) A13(0-3) A12(0-3) A13(0-3) - const __m512i lhs_mat_01_20_sp1 = _mm512_shuffle_epi32(lhs_mat_01_20, (_MM_PERM_ENUM)160); //A20(0-3) A20(0-3) A21(0-3) A21(0-3) A20(0-3) A20(0-3) A21(0-3) A21(0-3) - const __m512i lhs_mat_23_20_sp1 = _mm512_shuffle_epi32(lhs_mat_23_20, (_MM_PERM_ENUM)160); //A22(0-3) A23(0-3) A22(0-3) A23(0-3) A22(0-3) A23(0-3) A22(0-3) A23(0-3) + const __m512i lhs_mat_01_11_sp1 = _mm512_shuffle_epi32(lhs_mat_01_11, (_MM_PERM_ENUM)160); //A10(8-11) A10(8-11) A11(8-11) A11(8-11) + const __m512i lhs_mat_23_11_sp1 = _mm512_shuffle_epi32(lhs_mat_23_11, (_MM_PERM_ENUM)160); //A12(8-11) A13(8-11) A12(8-11) A13(8-11) - const __m512i lhs_mat_01_21_sp1 = _mm512_shuffle_epi32(lhs_mat_01_21, (_MM_PERM_ENUM)160); //A20(8-11) A20(8-11) A21(8-11) A21(8-11) A20(8-11) A20(8-11) A21(8-11) A21(8-11) - const __m512i lhs_mat_23_21_sp1 = _mm512_shuffle_epi32(lhs_mat_23_21, (_MM_PERM_ENUM)160); //A22(8-11) A23(8-11) A22(8-11) A23(8-11) A22(8-11) A23(8-11) A22(8-11) A23(8-11) + const __m512i lhs_mat_01_20_sp1 = _mm512_shuffle_epi32(lhs_mat_01_20, (_MM_PERM_ENUM)160); //A20(0-3) A20(0-3) A21(0-3) A21(0-3) + const __m512i lhs_mat_23_20_sp1 = _mm512_shuffle_epi32(lhs_mat_23_20, (_MM_PERM_ENUM)160); //A22(0-3) A23(0-3) A22(0-3) A23(0-3) - const __m512i lhs_mat_01_30_sp1 = _mm512_shuffle_epi32(lhs_mat_01_30, (_MM_PERM_ENUM)160); //A30(0-3) A30(0-3) A31(0-3) A31(0-3) A30(0-3) A30(0-3) A31(0-3) A31(0-3) - const __m512i lhs_mat_23_30_sp1 = _mm512_shuffle_epi32(lhs_mat_23_30, (_MM_PERM_ENUM)160); //A32(0-3) A33(0-3) A32(0-3) A33(0-3) A32(0-3) A33(0-3) A32(0-3) A33(0-3) + const __m512i lhs_mat_01_21_sp1 = _mm512_shuffle_epi32(lhs_mat_01_21, (_MM_PERM_ENUM)160); //A20(8-11) A20(8-11) A21(8-11) A21(8-11) + const __m512i lhs_mat_23_21_sp1 = _mm512_shuffle_epi32(lhs_mat_23_21, (_MM_PERM_ENUM)160); //A22(8-11) A23(8-11) A22(8-11) A23(8-11) - const __m512i lhs_mat_01_31_sp1 = _mm512_shuffle_epi32(lhs_mat_01_31, (_MM_PERM_ENUM)160); //A30(8-11) A30(8-11) A31(8-11) A31(8-11) A30(8-11) A30(8-11) A31(8-11) A31(8-11) - const __m512i lhs_mat_23_31_sp1 = _mm512_shuffle_epi32(lhs_mat_23_31, (_MM_PERM_ENUM)160); //A32(8-11) A33(8-11) A32(8-11) A33(8-11) A32(8-11) A33(8-11) A32(8-11) A33(8-11) + const __m512i lhs_mat_01_30_sp1 = _mm512_shuffle_epi32(lhs_mat_01_30, (_MM_PERM_ENUM)160); //A30(0-3) A30(0-3) A31(0-3) A31(0-3) + const __m512i lhs_mat_23_30_sp1 = _mm512_shuffle_epi32(lhs_mat_23_30, (_MM_PERM_ENUM)160); //A32(0-3) A33(0-3) A32(0-3) A33(0-3) - const __m512i lhs_mat_01_40_sp1 = _mm512_shuffle_epi32(lhs_mat_01_40, (_MM_PERM_ENUM)160); //A40(0-3) A40(0-3) A41(0-3) A41(0-3) A40(0-3) A40(0-3) A41(0-3) A41(0-3) - const __m512i lhs_mat_23_40_sp1 = _mm512_shuffle_epi32(lhs_mat_23_40, (_MM_PERM_ENUM)160); //A42(0-3) A43(0-3) A42(0-3) A43(0-3) A42(0-3) A43(0-3) A42(0-3) A43(0-3) + const __m512i lhs_mat_01_31_sp1 = _mm512_shuffle_epi32(lhs_mat_01_31, (_MM_PERM_ENUM)160); //A30(8-11) A30(8-11) A31(8-11) A31(8-11) + const __m512i lhs_mat_23_31_sp1 = _mm512_shuffle_epi32(lhs_mat_23_31, (_MM_PERM_ENUM)160); //A32(8-11) A33(8-11) A32(8-11) A33(8-11) - const __m512i lhs_mat_01_41_sp1 = _mm512_shuffle_epi32(lhs_mat_01_41, (_MM_PERM_ENUM)160); //A40(8-11) A40(8-11) A41(8-11) A41(8-11) A40(8-11) A40(8-11) A41(8-11) A41(8-11) - const __m512i lhs_mat_23_41_sp1 = _mm512_shuffle_epi32(lhs_mat_23_41, (_MM_PERM_ENUM)160); //A42(8-11) A43(8-11) A42(8-11) A43(8-11) A42(8-11) A43(8-11) A42(8-11) A43(8-11) + const __m512i lhs_mat_01_40_sp1 = _mm512_shuffle_epi32(lhs_mat_01_40, (_MM_PERM_ENUM)160); //A40(0-3) A40(0-3) A41(0-3) A41(0-3) + const __m512i lhs_mat_23_40_sp1 = _mm512_shuffle_epi32(lhs_mat_23_40, (_MM_PERM_ENUM)160); //A42(0-3) A43(0-3) A42(0-3) A43(0-3) - const __m512i lhs_mat_01_50_sp1 = _mm512_shuffle_epi32(lhs_mat_01_50, (_MM_PERM_ENUM)160); //A50(0-3) A50(0-3) A51(0-3) A51(0-3) A50(0-3) A50(0-3) A51(0-3) A51(0-3) - const __m512i lhs_mat_23_50_sp1 = _mm512_shuffle_epi32(lhs_mat_23_50, (_MM_PERM_ENUM)160); //A52(0-3) A53(0-3) A52(0-3) A53(0-3) A52(0-3) A53(0-3) A52(0-3) A53(0-3) + const __m512i lhs_mat_01_41_sp1 = _mm512_shuffle_epi32(lhs_mat_01_41, (_MM_PERM_ENUM)160); //A40(8-11) A40(8-11) A41(8-11) A41(8-11) + const __m512i lhs_mat_23_41_sp1 = _mm512_shuffle_epi32(lhs_mat_23_41, (_MM_PERM_ENUM)160); //A42(8-11) A43(8-11) A42(8-11) A43(8-11) - const __m512i lhs_mat_01_51_sp1 = _mm512_shuffle_epi32(lhs_mat_01_51, (_MM_PERM_ENUM)160); //A50(8-11) A50(8-11) A51(8-11) A51(8-11) A50(8-11) A50(8-11) A51(8-11) A51(8-11) - const __m512i lhs_mat_23_51_sp1 = _mm512_shuffle_epi32(lhs_mat_23_51, (_MM_PERM_ENUM)160); //A52(8-11) A53(8-11) A52(8-11) A53(8-11) A52(8-11) A53(8-11) A52(8-11) A53(8-11) + const __m512i lhs_mat_01_50_sp1 = _mm512_shuffle_epi32(lhs_mat_01_50, (_MM_PERM_ENUM)160); //A50(0-3) A50(0-3) A51(0-3) A51(0-3) + const __m512i lhs_mat_23_50_sp1 = _mm512_shuffle_epi32(lhs_mat_23_50, (_MM_PERM_ENUM)160); //A52(0-3) A53(0-3) A52(0-3) A53(0-3) - const __m512i lhs_mat_01_60_sp1 = _mm512_shuffle_epi32(lhs_mat_01_60, (_MM_PERM_ENUM)160); //A60(0-3) A60(0-3) A61(0-3) A61(0-3) A60(0-3) A60(0-3) A61(0-3) A61(0-3) - const __m512i lhs_mat_23_60_sp1 = _mm512_shuffle_epi32(lhs_mat_23_60, (_MM_PERM_ENUM)160); //A62(0-3) A63(0-3) A62(0-3) A63(0-3) A62(0-3) A63(0-3) A62(0-3) A63(0-3) + const __m512i lhs_mat_01_51_sp1 = _mm512_shuffle_epi32(lhs_mat_01_51, (_MM_PERM_ENUM)160); //A50(8-11) A50(8-11) A51(8-11) A51(8-11) + const __m512i lhs_mat_23_51_sp1 = _mm512_shuffle_epi32(lhs_mat_23_51, (_MM_PERM_ENUM)160); //A52(8-11) A53(8-11) A52(8-11) A53(8-11) - const __m512i lhs_mat_01_61_sp1 = _mm512_shuffle_epi32(lhs_mat_01_61, (_MM_PERM_ENUM)160); //A60(8-11) A60(8-11) A61(8-11) A61(8-11) A60(8-11) A60(8-11) A61(8-11) A61(8-11) - const __m512i lhs_mat_23_61_sp1 = _mm512_shuffle_epi32(lhs_mat_23_61, (_MM_PERM_ENUM)160); //A62(8-11) A63(8-11) A62(8-11) A63(8-11) A62(8-11) A63(8-11) A62(8-11) A63(8-11) + const __m512i lhs_mat_01_60_sp1 = _mm512_shuffle_epi32(lhs_mat_01_60, (_MM_PERM_ENUM)160); //A60(0-3) A60(0-3) A61(0-3) A61(0-3) + const __m512i lhs_mat_23_60_sp1 = _mm512_shuffle_epi32(lhs_mat_23_60, (_MM_PERM_ENUM)160); //A62(0-3) A63(0-3) A62(0-3) A63(0-3) - const __m512i lhs_mat_01_70_sp1 = _mm512_shuffle_epi32(lhs_mat_01_70, (_MM_PERM_ENUM)160); //A70(0-3) A70(0-3) A71(0-3) A71(0-3) A70(0-3) A70(0-3) A71(0-3) A71(0-3) - const __m512i lhs_mat_23_70_sp1 = _mm512_shuffle_epi32(lhs_mat_23_70, (_MM_PERM_ENUM)160); //A72(0-3) A73(0-3) A72(0-3) A73(0-3) A72(0-3) A73(0-3) A72(0-3) A73(0-3) + const __m512i lhs_mat_01_61_sp1 = _mm512_shuffle_epi32(lhs_mat_01_61, (_MM_PERM_ENUM)160); //A60(8-11) A60(8-11) A61(8-11) A61(8-11) + const __m512i lhs_mat_23_61_sp1 = _mm512_shuffle_epi32(lhs_mat_23_61, (_MM_PERM_ENUM)160); //A62(8-11) A63(8-11) A62(8-11) A63(8-11) - const __m512i lhs_mat_01_71_sp1 = _mm512_shuffle_epi32(lhs_mat_01_71, (_MM_PERM_ENUM)160); //A70(8-11) A70(8-11) A71(8-11) A71(8-11) A70(8-11) A70(8-11) A71(8-11) A71(8-11) - const __m512i lhs_mat_23_71_sp1 = _mm512_shuffle_epi32(lhs_mat_23_71, (_MM_PERM_ENUM)160); //A72(8-11) A73(8-11) A72(8-11) A73(8-11) A72(8-11) A73(8-11) A72(8-11) A73(8-11) + const __m512i lhs_mat_01_70_sp1 = _mm512_shuffle_epi32(lhs_mat_01_70, (_MM_PERM_ENUM)160); //A70(0-3) A70(0-3) A71(0-3) A71(0-3) + const __m512i lhs_mat_23_70_sp1 = _mm512_shuffle_epi32(lhs_mat_23_70, (_MM_PERM_ENUM)160); //A72(0-3) A73(0-3) A72(0-3) A73(0-3) - // Shuffle pattern two- left side input - const __m512i lhs_mat_01_00_sp2 = _mm512_shuffle_epi32(lhs_mat_01_00, (_MM_PERM_ENUM)245); //A00(4-7) A00(4-7) A01(4-7) A01(4-7) A00(4-7) A00(4-7) A01(4-7) A01(4-7) - const __m512i lhs_mat_23_00_sp2 = _mm512_shuffle_epi32(lhs_mat_23_00, (_MM_PERM_ENUM)245); //A02(4-7) A03(4-7) A02(4-7) A03(4-7) A02(4-7) A03(4-7) A02(4-7) A03(4-7) + const __m512i lhs_mat_01_71_sp1 = _mm512_shuffle_epi32(lhs_mat_01_71, (_MM_PERM_ENUM)160); //A70(8-11) A70(8-11) A71(8-11) A71(8-11) + const __m512i lhs_mat_23_71_sp1 = _mm512_shuffle_epi32(lhs_mat_23_71, (_MM_PERM_ENUM)160); //A72(8-11) A73(8-11) A72(8-11) A73(8-11) - const __m512i lhs_mat_01_01_sp2 = _mm512_shuffle_epi32(lhs_mat_01_01, (_MM_PERM_ENUM)245); //A00(12-15) A00(12-15) A01(12-15) A01(12-15) A00(12-15) A00(12-15) A01(12-15) A01(12-15) - const __m512i lhs_mat_23_01_sp2 = _mm512_shuffle_epi32(lhs_mat_23_01, (_MM_PERM_ENUM)245); //A02(12-15) A03(12-15) A02(12-15) A03(12-15) A02(12-15) A03(12-15) A02(12-15) A03(12-15) + // Shuffle pattern two – left-side input - const __m512i lhs_mat_01_10_sp2 = _mm512_shuffle_epi32(lhs_mat_01_10, (_MM_PERM_ENUM)245); //A10(4-7) A10(4-7) A11(4-7) A11(4-7) A10(4-7) A10(4-7) A11(4-7) A11(4-7) - const __m512i lhs_mat_23_10_sp2 = _mm512_shuffle_epi32(lhs_mat_23_10, (_MM_PERM_ENUM)245); //A12(4-7) A13(4-7) A12(4-7) A13(4-7) A12(4-7) A13(4-7) A12(4-7) A13(4-7) + const __m512i lhs_mat_01_00_sp2 = _mm512_shuffle_epi32(lhs_mat_01_00, (_MM_PERM_ENUM)245); //A00(4-7) A00(4-7) A01(4-7) A01(4-7) + const __m512i lhs_mat_23_00_sp2 = _mm512_shuffle_epi32(lhs_mat_23_00, (_MM_PERM_ENUM)245); //A02(4-7) A03(4-7) A02(4-7) A03(4-7) - const __m512i lhs_mat_01_11_sp2 = _mm512_shuffle_epi32(lhs_mat_01_11, (_MM_PERM_ENUM)245); //A10(12-15) A10(12-15) A11(12-15) A11(12-15) A10(12-15) A10(12-15) A11(12-15) A11(12-15) - const __m512i lhs_mat_23_11_sp2 = _mm512_shuffle_epi32(lhs_mat_23_11, (_MM_PERM_ENUM)245); //A12(12-15) A13(12-15) A12(12-15) A13(12-15) A12(12-15) A13(12-15) A12(12-15) A13(12-15) + const __m512i lhs_mat_01_01_sp2 = _mm512_shuffle_epi32(lhs_mat_01_01, (_MM_PERM_ENUM)245); //A00(12-15) A00(12-15) A01(12-15) A01(12-15) + const __m512i lhs_mat_23_01_sp2 = _mm512_shuffle_epi32(lhs_mat_23_01, (_MM_PERM_ENUM)245); //A02(12-15) A03(12-15) A02(12-15) A03(12-15) - const __m512i lhs_mat_01_20_sp2 = _mm512_shuffle_epi32(lhs_mat_01_20, (_MM_PERM_ENUM)245); //A20(4-7) A20(4-7) A21(4-7) A21(4-7) A20(4-7) A20(4-7) A21(4-7) A21(4-7) - const __m512i lhs_mat_23_20_sp2 = _mm512_shuffle_epi32(lhs_mat_23_20, (_MM_PERM_ENUM)245); //A22(4-7) A23(4-7) A22(4-7) A23(4-7) A22(4-7) A23(4-7) A22(4-7) A23(4-7) + const __m512i lhs_mat_01_10_sp2 = _mm512_shuffle_epi32(lhs_mat_01_10, (_MM_PERM_ENUM)245); //A10(4-7) A10(4-7) A11(4-7) A11(4-7) + const __m512i lhs_mat_23_10_sp2 = _mm512_shuffle_epi32(lhs_mat_23_10, (_MM_PERM_ENUM)245); //A12(4-7) A13(4-7) A12(4-7) A13(4-7) - const __m512i lhs_mat_01_21_sp2 = _mm512_shuffle_epi32(lhs_mat_01_21, (_MM_PERM_ENUM)245); //A20(12-15) A20(12-15) A21(12-15) A21(12-15) A20(12-15) A20(12-15) A21(12-15) A21(12-15) - const __m512i lhs_mat_23_21_sp2 = _mm512_shuffle_epi32(lhs_mat_23_21, (_MM_PERM_ENUM)245); //A22(12-15) A23(12-15) A22(12-15) A23(12-15) A22(12-15) A23(12-15) A22(12-15) A23(12-15) + const __m512i lhs_mat_01_11_sp2 = _mm512_shuffle_epi32(lhs_mat_01_11, (_MM_PERM_ENUM)245); //A10(12-15) A10(12-15) A11(12-15) A11(12-15) + const __m512i lhs_mat_23_11_sp2 = _mm512_shuffle_epi32(lhs_mat_23_11, (_MM_PERM_ENUM)245); //A12(12-15) A13(12-15) A12(12-15) A13(12-15) - const __m512i lhs_mat_01_30_sp2 = _mm512_shuffle_epi32(lhs_mat_01_30, (_MM_PERM_ENUM)245); //A30(4-7) A30(4-7) A31(4-7) A31(4-7) A30(4-7) A30(4-7) A31(4-7) A31(4-7) - const __m512i lhs_mat_23_30_sp2 = _mm512_shuffle_epi32(lhs_mat_23_30, (_MM_PERM_ENUM)245); //A32(4-7) A33(4-7) A32(4-7) A33(4-7) A32(4-7) A33(4-7) A32(4-7) A33(4-7) + const __m512i lhs_mat_01_20_sp2 = _mm512_shuffle_epi32(lhs_mat_01_20, (_MM_PERM_ENUM)245); //A20(4-7) A20(4-7) A21(4-7) A21(4-7) + const __m512i lhs_mat_23_20_sp2 = _mm512_shuffle_epi32(lhs_mat_23_20, (_MM_PERM_ENUM)245); //A22(4-7) A23(4-7) A22(4-7) A23(4-7) - const __m512i lhs_mat_01_31_sp2 = _mm512_shuffle_epi32(lhs_mat_01_31, (_MM_PERM_ENUM)245); //A30(12-15) A30(12-15) A31(12-15) A31(12-15) A30(12-15) A30(12-15) A31(12-15) A31(12-15) - const __m512i lhs_mat_23_31_sp2 = _mm512_shuffle_epi32(lhs_mat_23_31, (_MM_PERM_ENUM)245); //A32(12-15) A33(12-15) A32(12-15) A33(12-15) A32(12-15) A33(12-15) A32(12-15) A33(12-15) + const __m512i lhs_mat_01_21_sp2 = _mm512_shuffle_epi32(lhs_mat_01_21, (_MM_PERM_ENUM)245); //A20(12-15) A20(12-15) A21(12-15) A21(12-15) + const __m512i lhs_mat_23_21_sp2 = _mm512_shuffle_epi32(lhs_mat_23_21, (_MM_PERM_ENUM)245); //A22(12-15) A23(12-15) A22(12-15) A23(12-15) - const __m512i lhs_mat_01_40_sp2 = _mm512_shuffle_epi32(lhs_mat_01_40, (_MM_PERM_ENUM)245); //A40(4-7) A40(4-7) A41(4-7) A41(4-7) A40(4-7) A40(4-7) A41(4-7) A41(4-7) - const __m512i lhs_mat_23_40_sp2 = _mm512_shuffle_epi32(lhs_mat_23_40, (_MM_PERM_ENUM)245); //A42(4-7) A43(4-7) A42(4-7) A43(4-7) A42(4-7) A43(4-7) A42(4-7) A43(4-7) + const __m512i lhs_mat_01_30_sp2 = _mm512_shuffle_epi32(lhs_mat_01_30, (_MM_PERM_ENUM)245); //A30(4-7) A30(4-7) A31(4-7) A31(4-7) + const __m512i lhs_mat_23_30_sp2 = _mm512_shuffle_epi32(lhs_mat_23_30, (_MM_PERM_ENUM)245); //A32(4-7) A33(4-7) A32(4-7) A33(4-7) - const __m512i lhs_mat_01_41_sp2 = _mm512_shuffle_epi32(lhs_mat_01_41, (_MM_PERM_ENUM)245); //A40(12-15) A40(12-15) A41(12-15) A41(12-15) A40(12-15) A40(12-15) A41(12-15) A41(12-15) - const __m512i lhs_mat_23_41_sp2 = _mm512_shuffle_epi32(lhs_mat_23_41, (_MM_PERM_ENUM)245); //A42(12-15) A43(12-15) A42(12-15) A43(12-15) A42(12-15) A43(12-15) A42(12-15) A43(12-15) + const __m512i lhs_mat_01_31_sp2 = _mm512_shuffle_epi32(lhs_mat_01_31, (_MM_PERM_ENUM)245); //A30(12-15) A30(12-15) A31(12-15) A31(12-15) + const __m512i lhs_mat_23_31_sp2 = _mm512_shuffle_epi32(lhs_mat_23_31, (_MM_PERM_ENUM)245); //A32(12-15) A33(12-15) A32(12-15) A33(12-15) - const __m512i lhs_mat_01_50_sp2 = _mm512_shuffle_epi32(lhs_mat_01_50, (_MM_PERM_ENUM)245); //A50(4-7) A50(4-7) A51(4-7) A51(4-7) A50(4-7) A50(4-7) A51(4-7) A51(4-7) - const __m512i lhs_mat_23_50_sp2 = _mm512_shuffle_epi32(lhs_mat_23_50, (_MM_PERM_ENUM)245); //A52(4-7) A53(4-7) A52(4-7) A53(4-7) A52(4-7) A53(4-7) A52(4-7) A53(4-7) + const __m512i lhs_mat_01_40_sp2 = _mm512_shuffle_epi32(lhs_mat_01_40, (_MM_PERM_ENUM)245); //A40(4-7) A40(4-7) A41(4-7) A41(4-7) + const __m512i lhs_mat_23_40_sp2 = _mm512_shuffle_epi32(lhs_mat_23_40, (_MM_PERM_ENUM)245); //A42(4-7) A43(4-7) A42(4-7) A43(4-7) - const __m512i lhs_mat_01_51_sp2 = _mm512_shuffle_epi32(lhs_mat_01_51, (_MM_PERM_ENUM)245); //A50(12-15) A50(12-15) A51(12-15) A51(12-15) A50(12-15) A50(12-15) A51(12-15) A51(12-15) - const __m512i lhs_mat_23_51_sp2 = _mm512_shuffle_epi32(lhs_mat_23_51, (_MM_PERM_ENUM)245); //A52(12-15) A53(12-15) A52(12-15) A53(12-15) A52(12-15) A53(12-15) A52(12-15) A53(12-15) + const __m512i lhs_mat_01_41_sp2 = _mm512_shuffle_epi32(lhs_mat_01_41, (_MM_PERM_ENUM)245); //A40(12-15) A40(12-15) A41(12-15) A41(12-15) + const __m512i lhs_mat_23_41_sp2 = _mm512_shuffle_epi32(lhs_mat_23_41, (_MM_PERM_ENUM)245); //A42(12-15) A43(12-15) A42(12-15) A43(12-15) - const __m512i lhs_mat_01_60_sp2 = _mm512_shuffle_epi32(lhs_mat_01_60, (_MM_PERM_ENUM)245); //A60(4-7) A60(4-7) A61(4-7) A61(4-7) A60(4-7) A60(4-7) A61(4-7) A61(4-7) - const __m512i lhs_mat_23_60_sp2 = _mm512_shuffle_epi32(lhs_mat_23_60, (_MM_PERM_ENUM)245); //A62(4-7) A63(4-7) A62(4-7) A63(4-7) A62(4-7) A63(4-7) A62(4-7) A63(4-7) + const __m512i lhs_mat_01_50_sp2 = _mm512_shuffle_epi32(lhs_mat_01_50, (_MM_PERM_ENUM)245); //A50(4-7) A50(4-7) A51(4-7) A51(4-7) + const __m512i lhs_mat_23_50_sp2 = _mm512_shuffle_epi32(lhs_mat_23_50, (_MM_PERM_ENUM)245); //A52(4-7) A53(4-7) A52(4-7) A53(4-7) - const __m512i lhs_mat_01_61_sp2 = _mm512_shuffle_epi32(lhs_mat_01_61, (_MM_PERM_ENUM)245); //A60(12-15) A60(12-15) A61(12-15) A61(12-15) A60(12-15) A60(12-15) A61(12-15) A61(12-15) - const __m512i lhs_mat_23_61_sp2 = _mm512_shuffle_epi32(lhs_mat_23_61, (_MM_PERM_ENUM)245); //A62(12-15) A63(12-15) A62(12-15) A63(12-15) A62(12-15) A63(12-15) A62(12-15) A63(12-15) + const __m512i lhs_mat_01_51_sp2 = _mm512_shuffle_epi32(lhs_mat_01_51, (_MM_PERM_ENUM)245); //A50(12-15) A50(12-15) A51(12-15) A51(12-15) + const __m512i lhs_mat_23_51_sp2 = _mm512_shuffle_epi32(lhs_mat_23_51, (_MM_PERM_ENUM)245); //A52(12-15) A53(12-15) A52(12-15) A53(12-15) - const __m512i lhs_mat_01_70_sp2 = _mm512_shuffle_epi32(lhs_mat_01_70, (_MM_PERM_ENUM)245); //A70(4-7) A70(4-7) A71(4-7) A71(4-7) A70(4-7) A70(4-7) A71(4-7) A71(4-7) - const __m512i lhs_mat_23_70_sp2 = _mm512_shuffle_epi32(lhs_mat_23_70, (_MM_PERM_ENUM)245); //A72(4-7) A73(4-7) A72(4-7) A73(4-7) A72(4-7) A73(4-7) A72(4-7) A73(4-7) + const __m512i lhs_mat_01_60_sp2 = _mm512_shuffle_epi32(lhs_mat_01_60, (_MM_PERM_ENUM)245); //A60(4-7) A60(4-7) A61(4-7) A61(4-7) + const __m512i lhs_mat_23_60_sp2 = _mm512_shuffle_epi32(lhs_mat_23_60, (_MM_PERM_ENUM)245); //A62(4-7) A63(4-7) A62(4-7) A63(4-7) - const __m512i lhs_mat_01_71_sp2 = _mm512_shuffle_epi32(lhs_mat_01_71, (_MM_PERM_ENUM)245); //A70(12-15) A70(12-15) A71(12-15) A71(12-15) A70(12-15) A70(12-15) A71(12-15) A71(12-15) - const __m512i lhs_mat_23_71_sp2 = _mm512_shuffle_epi32(lhs_mat_23_71, (_MM_PERM_ENUM)245); //A72(12-15) A73(12-15) A72(12-15) A73(12-15) A72(12-15) A73(12-15) A72(12-15) A73(12-15) + const __m512i lhs_mat_01_61_sp2 = _mm512_shuffle_epi32(lhs_mat_01_61, (_MM_PERM_ENUM)245); //A60(12-15) A60(12-15) A61(12-15) A61(12-15) + const __m512i lhs_mat_23_61_sp2 = _mm512_shuffle_epi32(lhs_mat_23_61, (_MM_PERM_ENUM)245); //A62(12-15) A63(12-15) A62(12-15) A63(12-15) - // Shuffle pattern one - left side input - const __m512i lhs_mat_s_01_00_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_00, (_MM_PERM_ENUM)160); //A00(0-3) A00(0-3) A01(0-3) A01(0-3) A00(0-3) A00(0-3) A01(0-3) A01(0-3) - const __m512i lhs_mat_s_23_00_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_00, (_MM_PERM_ENUM)160); //A02(0-3) A03(0-3) A02(0-3) A03(0-3) A02(0-3) A03(0-3) A02(0-3) A03(0-3) + const __m512i lhs_mat_01_70_sp2 = _mm512_shuffle_epi32(lhs_mat_01_70, (_MM_PERM_ENUM)245); //A70(4-7) A70(4-7) A71(4-7) A71(4-7) + const __m512i lhs_mat_23_70_sp2 = _mm512_shuffle_epi32(lhs_mat_23_70, (_MM_PERM_ENUM)245); //A72(4-7) A73(4-7) A72(4-7) A73(4-7) - const __m512i lhs_mat_s_01_01_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_01, (_MM_PERM_ENUM)160); //A00(8-11) A00(8-11) A01(8-11) A01(8-11) A00(8-11) A00(8-11) A01(8-11) A01(8-11) - const __m512i lhs_mat_s_23_01_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_01, (_MM_PERM_ENUM)160); //A02(8-11) A03(8-11) A02(8-11) A03(8-11) A02(8-11) A03(8-11) A02(8-11) A03(8-11) + const __m512i lhs_mat_01_71_sp2 = _mm512_shuffle_epi32(lhs_mat_01_71, (_MM_PERM_ENUM)245); //A70(12-15) A70(12-15) A71(12-15) A71(12-15) + const __m512i lhs_mat_23_71_sp2 = _mm512_shuffle_epi32(lhs_mat_23_71, (_MM_PERM_ENUM)245); //A72(12-15) A73(12-15) A72(12-15) A73(12-15) - const __m512i lhs_mat_s_01_10_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_10, (_MM_PERM_ENUM)160); //A10(0-3) A10(0-3) A11(0-3) A11(0-3) A10(0-3) A10(0-3) A11(0-3) A11(0-3) - const __m512i lhs_mat_s_23_10_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_10, (_MM_PERM_ENUM)160); //A12(0-3) A13(0-3) A12(0-3) A13(0-3) A12(0-3) A13(0-3) A12(0-3) A13(0-3) + // Shuffle pattern one – left-side input - const __m512i lhs_mat_s_01_11_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_11, (_MM_PERM_ENUM)160); //A10(8-11) A10(8-11) A11(8-11) A11(8-11) A10(8-11) A10(8-11) A11(8-11) A11(8-11) - const __m512i lhs_mat_s_23_11_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_11, (_MM_PERM_ENUM)160); //A12(8-11) A13(8-11) A12(8-11) A13(8-11) A12(8-11) A13(8-11) A12(8-11) A13(8-11) + const __m512i lhs_mat_s_01_00_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_00, (_MM_PERM_ENUM)160); //A00(0-3) A00(0-3) A01(0-3) A01(0-3) + const __m512i lhs_mat_s_23_00_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_00, (_MM_PERM_ENUM)160); //A02(0-3) A03(0-3) A02(0-3) A03(0-3) - const __m512i lhs_mat_s_01_20_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_20, (_MM_PERM_ENUM)160); //A20(0-3) A20(0-3) A21(0-3) A21(0-3) A20(0-3) A20(0-3) A21(0-3) A21(0-3) - const __m512i lhs_mat_s_23_20_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_20, (_MM_PERM_ENUM)160); //A22(0-3) A23(0-3) A22(0-3) A23(0-3) A22(0-3) A23(0-3) A22(0-3) A23(0-3) + const __m512i lhs_mat_s_01_01_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_01, (_MM_PERM_ENUM)160); //A00(8-11) A00(8-11) A01(8-11) A01(8-11) + const __m512i lhs_mat_s_23_01_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_01, (_MM_PERM_ENUM)160); //A02(8-11) A03(8-11) A02(8-11) A03(8-11) - const __m512i lhs_mat_s_01_21_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_21, (_MM_PERM_ENUM)160); //A20(8-11) A20(8-11) A21(8-11) A21(8-11) A20(8-11) A20(8-11) A21(8-11) A21(8-11) - const __m512i lhs_mat_s_23_21_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_21, (_MM_PERM_ENUM)160); //A22(8-11) A23(8-11) A22(8-11) A23(8-11) A22(8-11) A23(8-11) A22(8-11) A23(8-11) + const __m512i lhs_mat_s_01_10_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_10, (_MM_PERM_ENUM)160); //A10(0-3) A10(0-3) A11(0-3) A11(0-3) + const __m512i lhs_mat_s_23_10_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_10, (_MM_PERM_ENUM)160); //A12(0-3) A13(0-3) A12(0-3) A13(0-3) - const __m512i lhs_mat_s_01_30_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_30, (_MM_PERM_ENUM)160); //A30(0-3) A30(0-3) A31(0-3) A31(0-3) A30(0-3) A30(0-3) A31(0-3) A31(0-3) - const __m512i lhs_mat_s_23_30_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_30, (_MM_PERM_ENUM)160); //A32(0-3) A33(0-3) A32(0-3) A33(0-3) A32(0-3) A33(0-3) A32(0-3) A33(0-3) + const __m512i lhs_mat_s_01_11_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_11, (_MM_PERM_ENUM)160); //A10(8-11) A10(8-11) A11(8-11) A11(8-11) + const __m512i lhs_mat_s_23_11_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_11, (_MM_PERM_ENUM)160); //A12(8-11) A13(8-11) A12(8-11) A13(8-11) - const __m512i lhs_mat_s_01_31_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_31, (_MM_PERM_ENUM)160); //A30(8-11) A30(8-11) A31(8-11) A31(8-11) A30(8-11) A30(8-11) A31(8-11) A31(8-11) - const __m512i lhs_mat_s_23_31_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_31, (_MM_PERM_ENUM)160); //A32(8-11) A33(8-11) A32(8-11) A33(8-11) A32(8-11) A33(8-11) A32(8-11) A33(8-11) + const __m512i lhs_mat_s_01_20_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_20, (_MM_PERM_ENUM)160); //A20(0-3) A20(0-3) A21(0-3) A21(0-3) + const __m512i lhs_mat_s_23_20_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_20, (_MM_PERM_ENUM)160); //A22(0-3) A23(0-3) A22(0-3) A23(0-3) - const __m512i lhs_mat_s_01_40_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_40, (_MM_PERM_ENUM)160); //A40(0-3) A40(0-3) A41(0-3) A41(0-3) A40(0-3) A40(0-3) A41(0-3) A41(0-3) - const __m512i lhs_mat_s_23_40_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_40, (_MM_PERM_ENUM)160); //A42(0-3) A43(0-3) A42(0-3) A43(0-3) A42(0-3) A43(0-3) A42(0-3) A43(0-3) + const __m512i lhs_mat_s_01_21_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_21, (_MM_PERM_ENUM)160); //A20(8-11) A20(8-11) A21(8-11) A21(8-11) + const __m512i lhs_mat_s_23_21_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_21, (_MM_PERM_ENUM)160); //A22(8-11) A23(8-11) A22(8-11) A23(8-11) - const __m512i lhs_mat_s_01_41_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_41, (_MM_PERM_ENUM)160); //A40(8-11) A40(8-11) A41(8-11) A41(8-11) A40(8-11) A40(8-11) A41(8-11) A41(8-11) - const __m512i lhs_mat_s_23_41_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_41, (_MM_PERM_ENUM)160); //A42(8-11) A43(8-11) A42(8-11) A43(8-11) A42(8-11) A43(8-11) A42(8-11) A43(8-11) + const __m512i lhs_mat_s_01_30_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_30, (_MM_PERM_ENUM)160); //A30(0-3) A30(0-3) A31(0-3) A31(0-3) + const __m512i lhs_mat_s_23_30_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_30, (_MM_PERM_ENUM)160); //A32(0-3) A33(0-3) A32(0-3) A33(0-3) - const __m512i lhs_mat_s_01_50_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_50, (_MM_PERM_ENUM)160); //A50(0-3) A50(0-3) A51(0-3) A51(0-3) A50(0-3) A50(0-3) A51(0-3) A51(0-3) - const __m512i lhs_mat_s_23_50_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_50, (_MM_PERM_ENUM)160); //A52(0-3) A53(0-3) A52(0-3) A53(0-3) A52(0-3) A53(0-3) A52(0-3) A53(0-3) + const __m512i lhs_mat_s_01_31_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_31, (_MM_PERM_ENUM)160); //A30(8-11) A30(8-11) A31(8-11) A31(8-11) + const __m512i lhs_mat_s_23_31_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_31, (_MM_PERM_ENUM)160); //A32(8-11) A33(8-11) A32(8-11) A33(8-11) - const __m512i lhs_mat_s_01_51_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_51, (_MM_PERM_ENUM)160); //A50(8-11) A50(8-11) A51(8-11) A51(8-11) A50(8-11) A50(8-11) A51(8-11) A51(8-11) - const __m512i lhs_mat_s_23_51_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_51, (_MM_PERM_ENUM)160); //A52(8-11) A53(8-11) A52(8-11) A53(8-11) A52(8-11) A53(8-11) A52(8-11) A53(8-11) + const __m512i lhs_mat_s_01_40_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_40, (_MM_PERM_ENUM)160); //A40(0-3) A40(0-3) A41(0-3) A41(0-3) + const __m512i lhs_mat_s_23_40_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_40, (_MM_PERM_ENUM)160); //A42(0-3) A43(0-3) A42(0-3) A43(0-3) - const __m512i lhs_mat_s_01_60_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_60, (_MM_PERM_ENUM)160); //A60(0-3) A60(0-3) A61(0-3) A61(0-3) A60(0-3) A60(0-3) A61(0-3) A61(0-3) - const __m512i lhs_mat_s_23_60_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_60, (_MM_PERM_ENUM)160); //A62(0-3) A63(0-3) A62(0-3) A63(0-3) A62(0-3) A63(0-3) A62(0-3) A63(0-3) + const __m512i lhs_mat_s_01_41_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_41, (_MM_PERM_ENUM)160); //A40(8-11) A40(8-11) A41(8-11) A41(8-11) + const __m512i lhs_mat_s_23_41_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_41, (_MM_PERM_ENUM)160); //A42(8-11) A43(8-11) A42(8-11) A43(8-11) - const __m512i lhs_mat_s_01_61_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_61, (_MM_PERM_ENUM)160); //A60(8-11) A60(8-11) A61(8-11) A61(8-11) A60(8-11) A60(8-11) A61(8-11) A61(8-11) - const __m512i lhs_mat_s_23_61_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_61, (_MM_PERM_ENUM)160); //A62(8-11) A63(8-11) A62(8-11) A63(8-11) A62(8-11) A63(8-11) A62(8-11) A63(8-11) + const __m512i lhs_mat_s_01_50_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_50, (_MM_PERM_ENUM)160); //A50(0-3) A50(0-3) A51(0-3) A51(0-3) + const __m512i lhs_mat_s_23_50_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_50, (_MM_PERM_ENUM)160); //A52(0-3) A53(0-3) A52(0-3) A53(0-3) - const __m512i lhs_mat_s_01_70_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_70, (_MM_PERM_ENUM)160); //A70(0-3) A70(0-3) A71(0-3) A71(0-3) A70(0-3) A70(0-3) A71(0-3) A71(0-3) - const __m512i lhs_mat_s_23_70_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_70, (_MM_PERM_ENUM)160); //A72(0-3) A73(0-3) A72(0-3) A73(0-3) A72(0-3) A73(0-3) A72(0-3) A73(0-3) + const __m512i lhs_mat_s_01_51_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_51, (_MM_PERM_ENUM)160); //A50(8-11) A50(8-11) A51(8-11) A51(8-11) + const __m512i lhs_mat_s_23_51_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_51, (_MM_PERM_ENUM)160); //A52(8-11) A53(8-11) A52(8-11) A53(8-11) - const __m512i lhs_mat_s_01_71_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_71, (_MM_PERM_ENUM)160); //A70(8-11) A70(8-11) A71(8-11) A71(8-11) A70(8-11) A70(8-11) A71(8-11) A71(8-11) - const __m512i lhs_mat_s_23_71_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_71, (_MM_PERM_ENUM)160); //A72(8-11) A73(8-11) A72(8-11) A73(8-11) A72(8-11) A73(8-11) A72(8-11) A73(8-11) + const __m512i lhs_mat_s_01_60_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_60, (_MM_PERM_ENUM)160); //A60(0-3) A60(0-3) A61(0-3) A61(0-3) + const __m512i lhs_mat_s_23_60_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_60, (_MM_PERM_ENUM)160); //A62(0-3) A63(0-3) A62(0-3) A63(0-3) - // Shuffle pattern two- left side input - const __m512i lhs_mat_s_01_00_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_00, (_MM_PERM_ENUM)245); //A00(4-7) A00(4-7) A01(4-7) A01(4-7) A00(4-7) A00(4-7) A01(4-7) A01(4-7) - const __m512i lhs_mat_s_23_00_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_00, (_MM_PERM_ENUM)245); //A02(4-7) A03(4-7) A02(4-7) A03(4-7) A02(4-7) A03(4-7) A02(4-7) A03(4-7) + const __m512i lhs_mat_s_01_61_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_61, (_MM_PERM_ENUM)160); //A60(8-11) A60(8-11) A61(8-11) A61(8-11) + const __m512i lhs_mat_s_23_61_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_61, (_MM_PERM_ENUM)160); //A62(8-11) A63(8-11) A62(8-11) A63(8-11) - const __m512i lhs_mat_s_01_01_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_01, (_MM_PERM_ENUM)245); //A00(12-15) A00(12-15) A01(12-15) A01(12-15) A00(12-15) A00(12-15) A01(12-15) A01(12-15) - const __m512i lhs_mat_s_23_01_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_01, (_MM_PERM_ENUM)245); //A02(12-15) A03(12-15) A02(12-15) A03(12-15) A02(12-15) A03(12-15) A02(12-15) A03(12-15) + const __m512i lhs_mat_s_01_70_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_70, (_MM_PERM_ENUM)160); //A70(0-3) A70(0-3) A71(0-3) A71(0-3) + const __m512i lhs_mat_s_23_70_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_70, (_MM_PERM_ENUM)160); //A72(0-3) A73(0-3) A72(0-3) A73(0-3) - const __m512i lhs_mat_s_01_10_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_10, (_MM_PERM_ENUM)245); //A10(4-7) A10(4-7) A11(4-7) A11(4-7) A10(4-7) A10(4-7) A11(4-7) A11(4-7) - const __m512i lhs_mat_s_23_10_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_10, (_MM_PERM_ENUM)245); //A12(4-7) A13(4-7) A12(4-7) A13(4-7) A12(4-7) A13(4-7) A12(4-7) A13(4-7) + const __m512i lhs_mat_s_01_71_sp1 = _mm512_shuffle_epi32(lhs_mat_s_01_71, (_MM_PERM_ENUM)160); //A70(8-11) A70(8-11) A71(8-11) A71(8-11) + const __m512i lhs_mat_s_23_71_sp1 = _mm512_shuffle_epi32(lhs_mat_s_23_71, (_MM_PERM_ENUM)160); //A72(8-11) A73(8-11) A72(8-11) A73(8-11) - const __m512i lhs_mat_s_01_11_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_11, (_MM_PERM_ENUM)245); //A10(12-15) A10(12-15) A11(12-15) A11(12-15) A10(12-15) A10(12-15) A11(12-15) A11(12-15) - const __m512i lhs_mat_s_23_11_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_11, (_MM_PERM_ENUM)245); //A12(12-15) A13(12-15) A12(12-15) A13(12-15) A12(12-15) A13(12-15) A12(12-15) A13(12-15) + // Shuffle pattern two – left-side input - const __m512i lhs_mat_s_01_20_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_20, (_MM_PERM_ENUM)245); //A20(4-7) A20(4-7) A21(4-7) A21(4-7) A20(4-7) A20(4-7) A21(4-7) A21(4-7) - const __m512i lhs_mat_s_23_20_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_20, (_MM_PERM_ENUM)245); //A22(4-7) A23(4-7) A22(4-7) A23(4-7) A22(4-7) A23(4-7) A22(4-7) A23(4-7) + const __m512i lhs_mat_s_01_00_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_00, (_MM_PERM_ENUM)245); //A00(4-7) A00(4-7) A01(4-7) A01(4-7) + const __m512i lhs_mat_s_23_00_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_00, (_MM_PERM_ENUM)245); //A02(4-7) A03(4-7) A02(4-7) A03(4-7) - const __m512i lhs_mat_s_01_21_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_21, (_MM_PERM_ENUM)245); //A20(12-15) A20(12-15) A21(12-15) A21(12-15) A20(12-15) A20(12-15) A21(12-15) A21(12-15) - const __m512i lhs_mat_s_23_21_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_21, (_MM_PERM_ENUM)245); //A22(12-15) A23(12-15) A22(12-15) A23(12-15) A22(12-15) A23(12-15) A22(12-15) A23(12-15) + const __m512i lhs_mat_s_01_01_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_01, (_MM_PERM_ENUM)245); //A00(12-15) A00(12-15) A01(12-15) A01(12-15) + const __m512i lhs_mat_s_23_01_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_01, (_MM_PERM_ENUM)245); //A02(12-15) A03(12-15) A02(12-15) A03(12-15) - const __m512i lhs_mat_s_01_30_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_30, (_MM_PERM_ENUM)245); //A30(4-7) A30(4-7) A31(4-7) A31(4-7) A30(4-7) A30(4-7) A31(4-7) A31(4-7) - const __m512i lhs_mat_s_23_30_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_30, (_MM_PERM_ENUM)245); //A32(4-7) A33(4-7) A32(4-7) A33(4-7) A32(4-7) A33(4-7) A32(4-7) A33(4-7) + const __m512i lhs_mat_s_01_10_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_10, (_MM_PERM_ENUM)245); //A10(4-7) A10(4-7) A11(4-7) A11(4-7) + const __m512i lhs_mat_s_23_10_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_10, (_MM_PERM_ENUM)245); //A12(4-7) A13(4-7) A12(4-7) A13(4-7) - const __m512i lhs_mat_s_01_31_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_31, (_MM_PERM_ENUM)245); //A30(12-15) A30(12-15) A31(12-15) A31(12-15) A30(12-15) A30(12-15) A31(12-15) A31(12-15) - const __m512i lhs_mat_s_23_31_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_31, (_MM_PERM_ENUM)245); //A32(12-15) A33(12-15) A32(12-15) A33(12-15) A32(12-15) A33(12-15) A32(12-15) A33(12-15) + const __m512i lhs_mat_s_01_11_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_11, (_MM_PERM_ENUM)245); //A10(12-15) A10(12-15) A11(12-15) A11(12-15) + const __m512i lhs_mat_s_23_11_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_11, (_MM_PERM_ENUM)245); //A12(12-15) A13(12-15) A12(12-15) A13(12-15) - const __m512i lhs_mat_s_01_40_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_40, (_MM_PERM_ENUM)245); //A40(4-7) A40(4-7) A41(4-7) A41(4-7) A40(4-7) A40(4-7) A41(4-7) A41(4-7) - const __m512i lhs_mat_s_23_40_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_40, (_MM_PERM_ENUM)245); //A42(4-7) A43(4-7) A42(4-7) A43(4-7) A42(4-7) A43(4-7) A42(4-7) A43(4-7) + const __m512i lhs_mat_s_01_20_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_20, (_MM_PERM_ENUM)245); //A20(4-7) A20(4-7) A21(4-7) A21(4-7) + const __m512i lhs_mat_s_23_20_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_20, (_MM_PERM_ENUM)245); //A22(4-7) A23(4-7) A22(4-7) A23(4-7) - const __m512i lhs_mat_s_01_41_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_41, (_MM_PERM_ENUM)245); //A40(12-15) A40(12-15) A41(12-15) A41(12-15) A40(12-15) A40(12-15) A41(12-15) A41(12-15) - const __m512i lhs_mat_s_23_41_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_41, (_MM_PERM_ENUM)245); //A42(12-15) A43(12-15) A42(12-15) A43(12-15) A42(12-15) A43(12-15) A42(12-15) A43(12-15) + const __m512i lhs_mat_s_01_21_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_21, (_MM_PERM_ENUM)245); //A20(12-15) A20(12-15) A21(12-15) A21(12-15) + const __m512i lhs_mat_s_23_21_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_21, (_MM_PERM_ENUM)245); //A22(12-15) A23(12-15) A22(12-15) A23(12-15) - const __m512i lhs_mat_s_01_50_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_50, (_MM_PERM_ENUM)245); //A50(4-7) A50(4-7) A51(4-7) A51(4-7) A50(4-7) A50(4-7) A51(4-7) A51(4-7) - const __m512i lhs_mat_s_23_50_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_50, (_MM_PERM_ENUM)245); //A52(4-7) A53(4-7) A52(4-7) A53(4-7) A52(4-7) A53(4-7) A52(4-7) A53(4-7) + const __m512i lhs_mat_s_01_30_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_30, (_MM_PERM_ENUM)245); //A30(4-7) A30(4-7) A31(4-7) A31(4-7) + const __m512i lhs_mat_s_23_30_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_30, (_MM_PERM_ENUM)245); //A32(4-7) A33(4-7) A32(4-7) A33(4-7) - const __m512i lhs_mat_s_01_51_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_51, (_MM_PERM_ENUM)245); //A50(12-15) A50(12-15) A51(12-15) A51(12-15) A50(12-15) A50(12-15) A51(12-15) A51(12-15) - const __m512i lhs_mat_s_23_51_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_51, (_MM_PERM_ENUM)245); //A52(12-15) A53(12-15) A52(12-15) A53(12-15) A52(12-15) A53(12-15) A52(12-15) A53(12-15) + const __m512i lhs_mat_s_01_31_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_31, (_MM_PERM_ENUM)245); //A30(12-15) A30(12-15) A31(12-15) A31(12-15) + const __m512i lhs_mat_s_23_31_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_31, (_MM_PERM_ENUM)245); //A32(12-15) A33(12-15) A32(12-15) A33(12-15) - const __m512i lhs_mat_s_01_60_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_60, (_MM_PERM_ENUM)245); //A60(4-7) A60(4-7) A61(4-7) A61(4-7) A60(4-7) A60(4-7) A61(4-7) A61(4-7) - const __m512i lhs_mat_s_23_60_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_60, (_MM_PERM_ENUM)245); //A62(4-7) A63(4-7) A62(4-7) A63(4-7) A62(4-7) A63(4-7) A62(4-7) A63(4-7) + const __m512i lhs_mat_s_01_40_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_40, (_MM_PERM_ENUM)245); //A40(4-7) A40(4-7) A41(4-7) A41(4-7) + const __m512i lhs_mat_s_23_40_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_40, (_MM_PERM_ENUM)245); //A42(4-7) A43(4-7) A42(4-7) A43(4-7) - const __m512i lhs_mat_s_01_61_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_61, (_MM_PERM_ENUM)245); //A60(12-15) A60(12-15) A61(12-15) A61(12-15) A60(12-15) A60(12-15) A61(12-15) A61(12-15) - const __m512i lhs_mat_s_23_61_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_61, (_MM_PERM_ENUM)245); //A62(12-15) A63(12-15) A62(12-15) A63(12-15) A62(12-15) A63(12-15) A62(12-15) A63(12-15) + const __m512i lhs_mat_s_01_41_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_41, (_MM_PERM_ENUM)245); //A40(12-15) A40(12-15) A41(12-15) A41(12-15) + const __m512i lhs_mat_s_23_41_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_41, (_MM_PERM_ENUM)245); //A42(12-15) A43(12-15) A42(12-15) A43(12-15) - const __m512i lhs_mat_s_01_70_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_70, (_MM_PERM_ENUM)245); //A70(4-7) A70(4-7) A71(4-7) A71(4-7) A70(4-7) A70(4-7) A71(4-7) A71(4-7) - const __m512i lhs_mat_s_23_70_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_70, (_MM_PERM_ENUM)245); //A72(4-7) A73(4-7) A72(4-7) A73(4-7) A72(4-7) A73(4-7) A72(4-7) A73(4-7) + const __m512i lhs_mat_s_01_50_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_50, (_MM_PERM_ENUM)245); //A50(4-7) A50(4-7) A51(4-7) A51(4-7) + const __m512i lhs_mat_s_23_50_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_50, (_MM_PERM_ENUM)245); //A52(4-7) A53(4-7) A52(4-7) A53(4-7) - const __m512i lhs_mat_s_01_71_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_71, (_MM_PERM_ENUM)245); //A70(12-15) A70(12-15) A71(12-15) A71(12-15) A70(12-15) A70(12-15) A71(12-15) A71(12-15) - const __m512i lhs_mat_s_23_71_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_71, (_MM_PERM_ENUM)245); //A72(12-15) A73(12-15) A72(12-15) A73(12-15) A72(12-15) A73(12-15) A72(12-15) A73(12-15) + const __m512i lhs_mat_s_01_51_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_51, (_MM_PERM_ENUM)245); //A50(12-15) A50(12-15) A51(12-15) A51(12-15) + const __m512i lhs_mat_s_23_51_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_51, (_MM_PERM_ENUM)245); //A52(12-15) A53(12-15) A52(12-15) A53(12-15) - // The values arranged in shuffle patterns are operated with dot product operation within 32 bit lane i.e corresponding bytes and multiplied and added into 32 bit integers within 32 bit lane + const __m512i lhs_mat_s_01_60_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_60, (_MM_PERM_ENUM)245); //A60(4-7) A60(4-7) A61(4-7) A61(4-7) + const __m512i lhs_mat_s_23_60_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_60, (_MM_PERM_ENUM)245); //A62(4-7) A63(4-7) A62(4-7) A63(4-7) + + const __m512i lhs_mat_s_01_61_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_61, (_MM_PERM_ENUM)245); //A60(12-15) A60(12-15) A61(12-15) A61(12-15) + const __m512i lhs_mat_s_23_61_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_61, (_MM_PERM_ENUM)245); //A62(12-15) A63(12-15) A62(12-15) A63(12-15) + + const __m512i lhs_mat_s_01_70_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_70, (_MM_PERM_ENUM)245); //A70(4-7) A70(4-7) A71(4-7) A71(4-7) + const __m512i lhs_mat_s_23_70_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_70, (_MM_PERM_ENUM)245); //A72(4-7) A73(4-7) A72(4-7) A73(4-7) + + const __m512i lhs_mat_s_01_71_sp2 = _mm512_shuffle_epi32(lhs_mat_s_01_71, (_MM_PERM_ENUM)245); //A70(12-15) A70(12-15) A71(12-15) A71(12-15) + const __m512i lhs_mat_s_23_71_sp2 = _mm512_shuffle_epi32(lhs_mat_s_23_71, (_MM_PERM_ENUM)245); //A72(12-15) A73(12-15) A72(12-15) A73(12-15) + + // The values arranged in shuffle patterns are operated with dot product operation within 16 bit lane i.e corresponding bytes and multiplied and added into 16 bit integers within 16 bit lane __m512i iacc_mat_00_0_sp1 = _mm512_add_epi16(_mm512_sub_epi16(_mm512_maddubs_epi16(rhs_mat_014589CD_00_sp1, lhs_mat_01_00_sp1), lhs_mat_s_01_00_sp1), _mm512_sub_epi16(_mm512_maddubs_epi16(rhs_mat_014589CD_01_sp1, lhs_mat_01_01_sp1), lhs_mat_s_01_01_sp1)); __m512i iacc_mat_01_0_sp1 = _mm512_add_epi16(_mm512_sub_epi16(_mm512_maddubs_epi16(rhs_mat_2367ABEF_00_sp1, lhs_mat_01_00_sp1), lhs_mat_s_01_00_sp1), _mm512_sub_epi16(_mm512_maddubs_epi16(rhs_mat_2367ABEF_01_sp1, lhs_mat_01_01_sp1), lhs_mat_s_01_01_sp1)); @@ -8577,7 +8581,7 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo __m512i iacc_mat_10_7 = _mm512_add_epi16(iacc_mat_10_7_sp1, iacc_mat_10_7_sp2); __m512i iacc_mat_11_7 = _mm512_add_epi16(iacc_mat_11_7_sp1, iacc_mat_11_7_sp2); - // Output of both shuffle patterns are added in order to sum dot product outputs of all 32 values in block + // Multiply madd of quants with scales iacc_mat_00_0 = _mm512_madd_epi16(iacc_mat_00_0, scale_014589CD_0); iacc_mat_01_0 = _mm512_madd_epi16(iacc_mat_01_0, scale_2367ABEF_0); iacc_mat_10_0 = _mm512_madd_epi16(iacc_mat_10_0, scale_014589CD_0); @@ -8618,7 +8622,6 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo iacc_mat_10_7 = _mm512_madd_epi16(iacc_mat_10_7, scale_014589CD_7); iacc_mat_11_7 = _mm512_madd_epi16(iacc_mat_11_7, scale_2367ABEF_7); - __m512i iacc_mat_00 = _mm512_add_epi32(_mm512_add_epi32(_mm512_add_epi32(iacc_mat_00_0, iacc_mat_00_1), _mm512_add_epi32(iacc_mat_00_2, iacc_mat_00_3)), _mm512_add_epi32(_mm512_add_epi32(iacc_mat_00_4, iacc_mat_00_5), _mm512_add_epi32(iacc_mat_00_6, iacc_mat_00_7))); __m512i iacc_mat_01 = _mm512_add_epi32(_mm512_add_epi32(_mm512_add_epi32(iacc_mat_01_0, iacc_mat_01_1), _mm512_add_epi32(iacc_mat_01_2, iacc_mat_01_3)), _mm512_add_epi32(_mm512_add_epi32(iacc_mat_01_4, iacc_mat_01_5), _mm512_add_epi32(iacc_mat_01_6, iacc_mat_01_7))); __m512i iacc_mat_10 = _mm512_add_epi32(_mm512_add_epi32(_mm512_add_epi32(iacc_mat_10_0, iacc_mat_10_1), _mm512_add_epi32(iacc_mat_10_2, iacc_mat_10_3)), _mm512_add_epi32(_mm512_add_epi32(iacc_mat_10_4, iacc_mat_10_5), _mm512_add_epi32(iacc_mat_10_6, iacc_mat_10_7))); @@ -9259,7 +9262,7 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo const __m256i lhs_mat_s_01_71_sp2 = _mm256_shuffle_epi32(lhs_mat_s_01_71, 245); //A70(12-15) A70(12-15) A71(12-15) A71(12-15) A70(12-15) A70(12-15) A71(12-15) A71(12-15) const __m256i lhs_mat_s_23_71_sp2 = _mm256_shuffle_epi32(lhs_mat_s_23_71, 245); //A72(12-15) A73(12-15) A72(12-15) A73(12-15) A72(12-15) A73(12-15) A72(12-15) A73(12-15) - // The values arranged in shuffle patterns are operated with dot product operation within 32 bit lane i.e corresponding bytes and multiplied and added into 32 bit integers within 32 bit lane + // The values arranged in shuffle patterns are operated with dot product operation within 16 bit lane i.e corresponding bytes and multiplied and added into 16 bit integers within 16 bit lane __m256i iacc_mat_00_0_sp1 = _mm256_add_epi16(_mm256_sub_epi16(_mm256_maddubs_epi16(rhs_mat_0145_00_sp1, lhs_mat_01_00_sp1), lhs_mat_s_01_00_sp1), _mm256_sub_epi16(_mm256_maddubs_epi16(rhs_mat_0145_01_sp1, lhs_mat_01_01_sp1), lhs_mat_s_01_01_sp1)); __m256i iacc_mat_01_0_sp1 = _mm256_add_epi16(_mm256_sub_epi16(_mm256_maddubs_epi16(rhs_mat_2367_00_sp1, lhs_mat_01_00_sp1), lhs_mat_s_01_00_sp1), _mm256_sub_epi16(_mm256_maddubs_epi16(rhs_mat_2367_01_sp1, lhs_mat_01_01_sp1), lhs_mat_s_01_01_sp1)); @@ -9397,7 +9400,7 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo __m256i iacc_mat_10_7 = _mm256_add_epi16(iacc_mat_10_7_sp1, iacc_mat_10_7_sp2); __m256i iacc_mat_11_7 = _mm256_add_epi16(iacc_mat_11_7_sp1, iacc_mat_11_7_sp2); - // Output of both shuffle patterns are added in order to sum dot product outputs of all 32 values in block + // Multiply madd of quants with scales iacc_mat_00_0 = _mm256_madd_epi16(iacc_mat_00_0, scale_0145_0); iacc_mat_01_0 = _mm256_madd_epi16(iacc_mat_01_0, scale_2367_0); iacc_mat_10_0 = _mm256_madd_epi16(iacc_mat_10_0, scale_0145_0); @@ -10066,7 +10069,7 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo const __m256i lhs_mat_s_01_71_sp2 = _mm256_shuffle_epi32(lhs_mat_s_01_71, 245); //A70(12-15) A70(12-15) A71(12-15) A71(12-15) A70(12-15) A70(12-15) A71(12-15) A71(12-15) const __m256i lhs_mat_s_23_71_sp2 = _mm256_shuffle_epi32(lhs_mat_s_23_71, 245); //A72(12-15) A73(12-15) A72(12-15) A73(12-15) A72(12-15) A73(12-15) A72(12-15) A73(12-15) - // The values arranged in shuffle patterns are operated with dot product operation within 32 bit lane i.e corresponding bytes and multiplied and added into 32 bit integers within 32 bit lane + // The values arranged in shuffle patterns are operated with dot product operation within 16 bit lane i.e corresponding bytes and multiplied and added into 16 bit integers within 16 bit lane __m256i iacc_mat_00_0_sp1 = _mm256_add_epi16(_mm256_sub_epi16(_mm256_maddubs_epi16(rhs_mat_0145_00_sp1, lhs_mat_01_00_sp1), lhs_mat_s_01_00_sp1), _mm256_sub_epi16(_mm256_maddubs_epi16(rhs_mat_0145_01_sp1, lhs_mat_01_01_sp1), lhs_mat_s_01_01_sp1)); __m256i iacc_mat_01_0_sp1 = _mm256_add_epi16(_mm256_sub_epi16(_mm256_maddubs_epi16(rhs_mat_2367_00_sp1, lhs_mat_01_00_sp1), lhs_mat_s_01_00_sp1), _mm256_sub_epi16(_mm256_maddubs_epi16(rhs_mat_2367_01_sp1, lhs_mat_01_01_sp1), lhs_mat_s_01_01_sp1)); @@ -10204,7 +10207,7 @@ void ggml_gemm_q6_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo __m256i iacc_mat_10_7 = _mm256_add_epi16(iacc_mat_10_7_sp1, iacc_mat_10_7_sp2); __m256i iacc_mat_11_7 = _mm256_add_epi16(iacc_mat_11_7_sp1, iacc_mat_11_7_sp2); - // Output of both shuffle patterns are added in order to sum dot product outputs of all 32 values in block + // Multiply madd of quants with scales iacc_mat_00_0 = _mm256_madd_epi16(iacc_mat_00_0, scale_0145_0); iacc_mat_01_0 = _mm256_madd_epi16(iacc_mat_01_0, scale_2367_0); iacc_mat_10_0 = _mm256_madd_epi16(iacc_mat_10_0, scale_0145_0);