| Loop id | Source Location | Source Function | Level | Max Thread Time / Walltime run_0 (%) | Exclusive Coverage run_0 (%) | Inclusive Coverage run_0 (%) | Max Exclusive Time Over Threads run_0 (s) | Max Inclusive Time Over Threads run_0 (s) | Exclusive Time w.r.t. Wall Time run_0 (s) | Inclusive Time w.r.t. Wall Time run_0 (s) | Nb Threads run_0 | Vectorization Ratio (%) | Vector Length Use (%) | Speedup If No Scalar Integer | Speedup If FP Vectorized | Speedup If Fully Vectorized | Speedup If Perfect Load Balancing run_0 | Stride 0 | Stride 1 | Stride n | Stride Unknown | Stride Indirect | Array Access Efficiency | Speedup If Data in L1 run_0 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2499 | libggml-cpu.so - quants.c:101-1042 [...] | ggml_vec_dot_q8_0_q8_0 | Single | 87.17 | 84.78 | 84.78 | 94.78 | 94.78 | 90.88 | 90.88 | 52 | 72.73 | 38.07 | 1 | 1.41 | 2.61 | 1.05 | 0 | 2 | 0 | 0 | 1 | 66.67 | 2.8 |
| 1768 | libggml-cpu.so - vec.h:491-497 | ggml_compute_forward_flash_attn_ext | Innermost | 0.85 | 0.41 | 0.41 | 0.92 | 0.92 | 0.44 | 0.44 | 37 | 100 | 75 | 1 | 1 | 1.33 | 1.5 | 0 | 2 | 0 | 0 | 0 | 100.00 | NA |
| 767 | libggml-cpu.so - vec.cpp:311-316 | ggml_vec_dot_f16 | Single | 0.73 | 0.31 | 0.31 | 0.79 | 0.79 | 0.33 | 0.33 | 34 | 100 | 66.67 | 1 | 1 | 1.5 | 1.55 | 0 | 2 | 0 | 0 | 0 | 100.00 | NA |
| 2294 | libggml-cpu.so - sgemm.cpp:138-1044 [...] | void (anonymous namespace)::tinyBLAS_Q0_AVX<block_q8_0, block_q8_0, float>::gemm4xN<4>(long, long, long, long) | Innermost | 0.16 | 0.10 | 0.10 | 0.17 | 0.17 | 0.11 | 0.11 | 52 | 93.43 | 46.05 | 1.06 | 1.19 | 2.17 | 1.62 | 2 | 4 | 0 | 1 | 1 | 81.25 | NA |
| 61 | libggml-cpu.so - ggml-cpu.c:1125-1395 [...] | ggml_compute_forward_mul_mat | Outermost | 0.16 | 0.08 | 0.19 | 0.17 | 0.36 | 0.09 | 0.21 | 52 | 0 | 11.49 | 1 | 1 | 2.06 | 1.96 | NA | NA | NA | NA | NA | 0.00 | NA |
| 2489 | libggml-cpu.so - quants.c:298-355 [...] | quantize_row_q8_0 | Single | 0.15 | 0.08 | 0.08 | 0.16 | 0.16 | 0.08 | 0.08 | 52 | 59.83 | 29.33 | 1.23 | 1.67 | 3.44 | 1.97 | 0 | 2 | 0 | 0 | 0 | 100.00 | NA |
| 1761 | libggml-cpu.so - vec.h:375-751 [...] | ggml_compute_forward_flash_attn_ext | InBetween | 0.18 | 0.08 | 0.49 | 0.19 | 1.08 | 0.08 | 0.52 | 33 | 49.64 | 45.96 | 1.59 | 1.02 | 1.46 | 1.48 | NA | NA | NA | NA | NA | 0.00 | NA |
| 2306 | libggml-cpu.so - sgemm.cpp:138-1044 [...] | void (anonymous namespace)::tinyBLAS_Q0_AVX<block_q8_0, block_q8_0, float>::gemm4xN<2>(long, long, long, long) | Innermost | 0.11 | 0.07 | 0.07 | 0.12 | 0.12 | 0.07 | 0.07 | 52 | 90.77 | 44.47 | 1.04 | 1.17 | 2.15 | 1.64 | 0 | 4 | 0 | 1 | 1 | 75.00 | NA |
| 67 | libggml-cpu.so - ggml-cpu.c:1193-1194 | ggml_compute_forward_mul_mat | Innermost | 0.09 | 0.05 | 0.05 | 0.10 | 0.10 | 0.06 | 0.06 | 52 | 0 | 12.5 | 1 | 1 | 8 | 1.82 | 1 | 0 | 0 | 0 | 0 | 100.00 | NA |
| 64 | libggml-cpu.so - ggml-cpu.c:1164-1198 [...] | ggml_compute_forward_mul_mat | InBetween | 0.09 | 0.05 | 0.11 | 0.10 | 0.21 | 0.05 | 0.11 | 52 | 0 | 11.37 | 1 | 1 | 2.06 | 1.94 | NA | NA | NA | NA | NA | 0.00 | NA |
| 82 | libggml-cpu.so - ggml-cpu.c:533-2891 [...] | ggml_graph_compute_thread | Single | 0.06 | 0.03 | 0.03 | 0.06 | 0.06 | 0.03 | 0.03 | 52 | 0 | 9.82 | 1 | 1 | 14.64 | 2.27 | NA | NA | NA | NA | NA | 0.00 | NA |
| 2297 | libggml-cpu.so - sgemm.cpp:138-1044 [...] | void (anonymous namespace)::tinyBLAS_Q0_AVX<block_q8_0, block_q8_0, float>::gemm4xN<3>(long, long, long, long) | Innermost | 0.08 | 0.02 | 0.02 | 0.09 | 0.09 | 0.02 | 0.02 | 52 | 92.31 | 45.3 | 1.04 | 1.17 | 2.15 | 3.7 | 0 | 5 | 0 | 1 | 1 | 78.57 | NA |
| 1437 | libggml-cpu.so - ops.cpp:6220-6245 [...] | ggml_compute_forward_rope_f32(ggml_compute_params const*, ggml_tensor*, bool) | Innermost | 0.04 | 0.01 | 0.01 | 0.04 | 0.04 | 0.02 | 0.02 | 48 | 15.56 | 9.17 | 1.09 | 1.09 | 5.83 | 2.4 | 1 | 2 | 0 | 0 | 0 | 100.00 | NA |
| 1760 | libggml-cpu.so - ops.cpp:8885-8886 [...] | ggml_compute_forward_flash_attn_ext | Innermost | 0.05 | 0.01 | 0.01 | 0.05 | 0.05 | 0.01 | 0.01 | 31 | 0 | 6.25 | 1 | 1 | 16 | 2.54 | 0 | 2 | 0 | 0 | 1 | 66.67 | NA |