| Name | Module | Coverage orig_0 (%) | Coverage Excluding Loops orig_0 (%) | Max Inclusive Time Over Threads orig_0 (s) | Max Exclusive Time Over Threads orig_0 (s) | Inclusive Time w.r.t. Wall Time orig_0 (s) | Exclusive Time w.r.t. Wall Time orig_0 (s) | Nb Threads orig_0 | Deviation (coverage) orig_0 | Deviation (walltime) orig_0 | Categories orig_0 | GFLOPS orig_0 | Compilation Options |
| ►ggml_backend_amx_mul_mat(ggml_compute_params const*, ggml_tensor*)::{lambda(int, int)#2}::operator()(int, int) const::{lambda()#1}::operator()() const+ | libggml-cpu.so | 85.00 | 0.02 | 24.60 | 0.02 | 24.03 | 0.00 | 192 | 1.70 | 0.46 | /scratch/users/amazouz/QAAS/service/Llama.cpp/sdp772511/175-793-6543/llama.cpp/build/llama.cpp/../build/bin/libggml-blas.so (%): 100.00 | 89.31 | clang based Intel(R) oneAPI DPC++/C++ Compiler 2025.1.1 (2025.1.1.20250418) /opt/intel/oneapi/compiler/2025.1/bin/compiler/clang --driver-mode=g++ --intel -D GGML_BACKEND_BUILD -D GGML_BACKEND_SHARED -D GGML_SCHED_MAX_COPIES=4 -D GGML_SHARED -D GGML_USE_CP... |
| ►Loop 462 - mmq.cpp:1967-2455 - libggml-cpu.so [...]+ | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 461 - mmq.cpp:1983-2004 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 449 - mmq.cpp:1500-1526 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 446 - mmq.cpp:2455-2455 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ►Loop 445 - mmq.cpp:1849-1913 - libggml-cpu.so [...]+ | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 444 - mmq.cpp:1865-1907 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 495 - mmq.cpp:1467-2455 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 499 - mmq.cpp:1438-1461 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ►Loop 443 - mmq.cpp:1849-2455 - libggml-cpu.so [...]+ | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 442 - mmq.cpp:1865-1907 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 468 - mmq.cpp:1652-2455 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 448 - mmq.cpp:1500-1526 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 465 - mmq.cpp:1703-2455 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ►Loop 494 - mmq.cpp:1745-1803 - libggml-cpu.so [...]+ | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 493 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 492 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 447 - mmq.cpp:1500-1526 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 470 - mmq.cpp:2455-2455 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ►Loop 484 - mmq.cpp:1745-1803 - libggml-cpu.so [...]+ | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 478 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 480 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 479 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 481 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 477 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 476 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 483 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 482 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 497 - mmq.cpp:1438-1461 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 496 - mmq.cpp:1438-1461 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 453 - mmq.cpp:1573-1597 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 451 - mmq.cpp:1603-2455 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 36 | 0.01 | 0.00 | | 385.30 | |
| ○Loop 450 - mmq.cpp:1500-1526 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 469 - mmq.cpp:1655-1697 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 454 - mmq.cpp:1573-1597 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ►Loop 475 - mmq.cpp:1745-1803 - libggml-cpu.so [...]+ | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 473 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 474 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 471 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 472 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ►Loop 438 - mmq.cpp:1849-1913 - libggml-cpu.so [...]+ | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 437 - mmq.cpp:1865-1907 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ►Loop 491 - mmq.cpp:1745-1803 - libggml-cpu.so [...]+ | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 488 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 486 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 487 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 485 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 489 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 490 - mmq.cpp:1758-1786 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 436 - mmq.cpp:2455-2455 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 498 - mmq.cpp:1438-1461 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 455 - mmq.cpp:1573-1597 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 466 - mmq.cpp:1655-1697 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 467 - mmq.cpp:1652-2455 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ►Loop 441 - mmq.cpp:1849-2455 - libggml-cpu.so [...]+ | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 439 - mmq.cpp:1865-1907 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 440 - mmq.cpp:1865-1907 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 456 - mmq.cpp:2455-2455 - libggml-cpu.so [...] | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ►Loop 458 - mmq.cpp:1967-2010 - libggml-cpu.so [...]+ | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 457 - mmq.cpp:1983-2004 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ►Loop 464 - mmq.cpp:1967-2010 - libggml-cpu.so [...]+ | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 463 - mmq.cpp:1983-2004 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ►Loop 460 - mmq.cpp:1967-2455 - libggml-cpu.so [...]+ | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 459 - mmq.cpp:1983-2004 - libggml-cpu.so | | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0.00 | | 0.00 | |
| ○Loop 452 - mmq.cpp:1573-1597 - libggml-cpu.so [...] | | 84.98 | 84.98 | 24.60 | 24.60 | 24.02 | 24.02 | 192 | 1.70 | 0.46 | | 89.29 | |
| ○kmp_flag_64<false, true>::wait(kmp_info*, int, void*) | libiomp5.so | 11.57 | 11.57 | 4.69 | 4.69 | 3.27 | 3.27 | 192 | 2.19 | 0.61 | OMP (%): 100.00 | 0.00 | |
| ○kmp_flag_native<unsigned long long, (flag_type)1, true>::notdone_check() | libiomp5.so | 0.65 | 0.65 | 0.36 | 0.36 | 0.18 | 0.18 | 192 | 0.20 | 0.06 | OMP (%): 100.00 | 0.00 | |
| ○__kmp_hyper_barrier_release(barrier_type, kmp_info*, int, int, int, void*) | libiomp5.so | 0.31 | 0.31 | 0.67 | 0.67 | 0.09 | 0.09 | 157 | 0.58 | 0.16 | OMP (%): 100.00 | 0.00 | |
| ►quantize_row_q8_0+ | libggml-cpu.so | 0.03 | 0.00 | 0.28 | 0.00 | 0.01 | 0.00 | 6 | 0.16 | 0.04 | /scratch/users/amazouz/QAAS/service/Llama.cpp/sdp772511/175-793-6543/llama.cpp/build/llama.cpp/../build/bin/libggml-blas.so (%): 100.00 | 1147.06 | clang based Intel(R) oneAPI DPC++/C++ Compiler 2025.1.1 (2025.1.1.20250418) /opt/intel/oneapi/compiler/2025.1/bin/compiler/clang --intel -D GGML_BACKEND_BUILD -D GGML_BACKEND_SHARED -D GGML_SCHED_MAX_COPIES=4 -D GGML_SHARED -D GGML_USE_CPU_REPACK -D GGML_U... |
| ○Loop 2925 - quants.c:298-355 - libggml-cpu.so [...] | | 0.03 | 0.03 | 0.28 | 0.28 | 0.01 | 0.01 | 6 | 0.16 | 0.04 | | 1147.06 | |