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| Metric | r0 | r1 | r2 | r3 | |
|---|---|---|---|---|---|
| Total Time (s) | 16.90 | 16.93 | 16.90 | 17.66 | |
| Max (Thread Active Time) (s) | 8.84 | 8.87 | 8.91 | 9.07 | |
| Average Active Time (s) | 8.79 | 8.81 | 8.85 | 9.02 | |
| Activity Ratio (%) | 98.2 | 98.3 | 98.4 | 98.3 | |
| Average number of active threads | 49.939 | 49.979 | 50.289 | 49.054 | |
| Affinity Stability (%) | 99.8 | 99.7 | 99.7 | 99.8 | |
| Time in analyzed loops (%) | 71.5 | 71.2 | 71.0 | 70.8 | |
| Time in analyzed innermost loops (%) | 71.3 | 71.0 | 70.7 | 70.5 | |
| Time in user code (%) | 71.8 | 71.6 | 71.5 | 71.3 | |
| Compilation Options Score (%) | 100.0 | 66.5 | 100.0 | 99.5 | |
| Array Access Efficiency (%) | 100 | Not Available | 33.3 | 66.7 | |
| Potential Speedups | |||||
| Perfect Flow Complexity | 1.00 | 1.00 | 1.00 | 1.00 | |
| Perfect OpenMP/MPI/Pthread/TBB | 1.07 | 1.07 | 1.07 | 1.08 | |
| Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.40 | 1.40 | 1.40 | 1.41 | |
| No Scalar Integer | Potential Speedup | 1.00 | 1.00 | 1.00 | 1.00 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | |
| FP Vectorised | Potential Speedup | 1.00 | 1.00 | 1.00 | 1.07 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | |
| Fully Vectorised | Potential Speedup | 1.00 | 1.00 | 1.00 | 2.29 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | |
| Only FP Arithmetic | Potential Speedup | 1.00 | 1.00 | 1.00 | 1.19 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | |
| Source Object | Issue |
|---|---|
| ▼libllama.so | |
| ▼ | |
| ○ | -g is missing for some functions (possibly ones added by the compiler), it is needed to have more accurate reports. Other recommended flags are: -O2/-O3, -march=(target) |
| ○ | -O2, -O3 or -Ofast is missing. |
| ○ | -march=(target) is missing. |
| ▼libggml-cpu.so | |
| ▼sgemm.cpp | |
| ○ | |
| ▼ggml-cpu.c | |
| ○ | |
| ▼quants.c | |
| ○ | |
| ▼libggml-base.so | |
| ▼ | |
| ○ | -g is missing for some functions (possibly ones added by the compiler), it is needed to have more accurate reports. Other recommended flags are: -O2/-O3, -march=(target) |
| ○ | -O2, -O3 or -Ofast is missing. |
| ○ | -march=(target) is missing. |
| r0 | r1 | r2 | r3 | |
|---|---|---|---|---|
| Experiment Name | ||||
| Application | /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/run/oneview_runs/defaults/orig/exec | /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/run/base_runs/defaults/icx/exec | /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/run/binaries/aocc_10/exec | /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/run/binaries/icx_3/exec |
| Timestamp | 2026-01-30 10:46:57 | 2026-01-30 10:48:46 | 2026-01-30 11:18:41 | 2026-01-30 11:19:11 |
| Experiment Type | MPI; OpenMP; | same as r0 | same as r0 | same as r0 |
| Machine | gmz12.benchmarkcenter.megware.com | same as r0 | same as r0 | same as r0 |
| Architecture | x86_64 | same as r0 | same as r0 | same as r0 |
| Micro Architecture | ZEN_V5 | same as r0 | same as r0 | same as r0 |
| Model Name | AMD EPYC 9655 96-Core Processor | same as r0 | same as r0 | same as r0 |
| Cache Size | 1024 KB | same as r0 | same as r0 | same as r0 |
| Number of Cores | 96 | same as r0 | same as r0 | same as r0 |
| Maximal Frequency | 4.510205 GHz | same as r0 | same as r0 | same as r0 |
| OS Version | Linux 5.14.0-611.16.1.el9_7.x86_64 #1 SMP PREEMPT_DYNAMIC Mon Dec 22 03:40:39 EST 2025 | same as r0 | same as r0 | same as r0 |
| Architecture used during static analysis | x86_64 | same as r0 | same as r0 | same as r0 |
| Micro Architecture used during static analysis | ZEN_V5 | same as r0 | same as r0 | same as r0 |
| Compilation Options | libggml-base.so: N/A libggml-cpu.so: AMD clang version 17.0.6 (CLANG: AOCC_5.0.0-Build#1377 2024_09_24) /home/eoseret/aocc-compiler-5.0.0/bin/clang-17 -D GGML_BACKEND_BUILD -D GGML_BACKEND_SHARED -D GGML_SCHED_MAX_COPIES=4 -D GGML_SHARED -D GGML_USE_CPU_REPACK -D GGML_USE_LLAMAFILE -D GGML_USE_OPENMP -D _GNU_SOURCE -D _XOPEN_SOURCE=600 -D ggml_cpu_EXPORTS -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/.. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/../include -O3 -g -fno-omit-frame-pointer -fcf-protection=none -nopie -grecord-command-line -O3 -D NDEBUG -std=gnu11 -fPIC -Wshadow -Wstrict-prototypes -Wpointer-arith -Wmissing-prototypes -Werror=implicit-int -Werror=implicit-function-declaration -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function -Wunreachable-code-break -Wunreachable-code-return -Wdouble-promotion -march=native -fopenmp=libomp -MD -MT ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/quants.c.o -MF ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/quants.c.o.d -o ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/quants.c.o -c /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c libllama.so: N/A | exec: N/A libggml-base.so: N/A libggml-cpu.so: clang based Intel(R) oneAPI DPC++/C++ Compiler 2025.2.1 (2025.2.0.20250806) /cluster/intel/oneapi/2025.2.1/compiler/2025.2/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_USE_LLAMAFILE -D GGML_USE_OPENMP -D _GNU_SOURCE -D _XOPEN_SOURCE=600 -D ggml_cpu_EXPORTS -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/.. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/../include -O3 -g -fno-omit-frame-pointer -fcf-protection=none -no-pie -grecord-command-line -O3 -D NDEBUG -std=gnu11 -fPIC -Wshadow -Wstrict-prototypes -Wpointer-arith -Wmissing-prototypes -Werror=implicit-int -Werror=implicit-function-declaration -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function -march=native -fno-associative-math -fiopenmp -MD -MT ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/quants.c.o -MF ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/quants.c.o.d -o ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/quants.c.o -c /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c -fveclib=SVML libllama.so: N/A | exec: N/A libggml-base.so: N/A libggml-cpu.so: AMD clang version 17.0.6 (CLANG: AOCC_5.0.0-Build#1377 2024_09_24) /home/eoseret/aocc-compiler-5.0.0/bin/clang-17 -D GGML_BACKEND_BUILD -D GGML_BACKEND_SHARED -D GGML_SCHED_MAX_COPIES=4 -D GGML_SHARED -D GGML_USE_CPU_REPACK -D GGML_USE_LLAMAFILE -D GGML_USE_OPENMP -D _GNU_SOURCE -D _XOPEN_SOURCE=600 -D ggml_cpu_EXPORTS -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/.. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/../include -O2 -march=znver5 -fno-vectorize -fno-slp-vectorize -fno-openmp-simd -ffast-math -g -fno-omit-frame-pointer -fcf-protection=none -nopie -grecord-command-line -fno-finite-math-only -D NDEBUG -std=gnu11 -fPIC -Wshadow -Wstrict-prototypes -Wpointer-arith -Wmissing-prototypes -Werror=implicit-int -Werror=implicit-function-declaration -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function -Wunreachable-code-break -Wunreachable-code-return -Wdouble-promotion -fopenmp=libomp -MD -MT ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/quants.c.o -MF ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/quants.c.o.d -o ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/quants.c.o -c /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c libllama.so: N/A | exec: N/A libggml-base.so: N/A libggml-cpu.so: clang based Intel(R) oneAPI DPC++/C++ Compiler 2025.2.1 (2025.2.0.20250806) /cluster/intel/oneapi/2025.2.1/compiler/2025.2/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_USE_LLAMAFILE -D GGML_USE_OPENMP -D _GNU_SOURCE -D _XOPEN_SOURCE=600 -D ggml_cpu_EXPORTS -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/.. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/../include -O3 -O3 -axCORE-AVX512 -mprefer-vector-width=256 -g -fno-omit-frame-pointer -fcf-protection=none -no-pie -grecord-command-line -fno-finite-math-only -O3 -D NDEBUG -std=gnu11 -fPIC -Wshadow -Wstrict-prototypes -Wpointer-arith -Wmissing-prototypes -Werror=implicit-int -Werror=implicit-function-declaration -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function -fno-associative-math -fiopenmp -MD -MT ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/quants.c.o -MF ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/quants.c.o.d -o ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/quants.c.o -c /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-976-6240/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c -fveclib=SVML libllama.so: N/A |
| Number of processes observed | 1 | same as r0 | same as r0 | same as r0 |
| Number of threads observed | 96 | same as r0 | same as r0 | same as r0 |
| Frequency Driver | amd-pstate-epp | same as r0 | same as r0 | same as r0 |
| Frequency Governor | performance | same as r0 | same as r0 | same as r0 |
| Huge Pages | always | same as r0 | same as r0 | same as r0 |
| Hyperthreading | on | same as r0 | same as r0 | same as r0 |
| Number of sockets | 2 | same as r0 | same as r0 | same as r0 |
| Number of cores per socket | 96 | same as r0 | same as r0 | same as r0 |
| MAQAO version | 2025.1.3 | same as r0 | same as r0 | same as r0 |
| MAQAO build | b489783858807c9a72e0923fd7b399a22c81991c::20251024-122946 | same as r0 | same as r0 | same as r0 |
| Comments | same as r0 | same as r0 | same as r0 |