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| Metric | r0 | r1 | r2 | r3 | |
|---|---|---|---|---|---|
| Total Time (s) | 7.33 | 7.47 | 7.37 | 93.86 | |
| Max (Thread Active Time) (s) | 3.66 | 3.76 | 3.66 | 89.13 | |
| Average Active Time (s) | 2.41 | 2.38 | 2.41 | 88.45 | |
| Activity Ratio (%) | 97.2 | 97.1 | 97.2 | 99.0 | |
| Average number of active threads | 31.554 | 30.614 | 31.414 | 90.467 | |
| Affinity Stability (%) | 97.9 | 97.9 | 98.0 | 99.9 | |
| GFLOPS | 386.743 | 376.861 | 385.441 | 236.947 | |
| Time in analyzed loops (%) | 79.6 | 78.7 | 79.2 | 0.55 | |
| Time in analyzed innermost loops (%) | 71.2 | 71.3 | 71.1 | 0.55 | |
| Time in user code (%) | 79.8 | 80.1 | 79.4 | 0.77 | |
| Compilation Options Score (%) | 99.9 | 97.4 | 100.0 | 99.6 | |
| Array Access Efficiency (%) | 98.2 | 98.0 | 98.1 | 66.7 | |
| Potential Speedups | | ||||
| Perfect Flow Complexity | 1.02 | 1.02 | 1.02 | 1.00 | |
| Perfect OpenMP/MPI/Pthread/TBB | 1.09 | 1.12 | 1.10 | 2.93 | |
| Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.80 | 1.89 | 1.82 | 7.69 | |
| No Scalar Integer | Potential Speedup | 1.01 | 1.00 | 1.01 | 1.00 |
| Nb Loops to get 80% | 3 | 2 | 3 | 1 | |
| FP Vectorised | Potential Speedup | 1.02 | 1.01 | 1.02 | 1.00 |
| Nb Loops to get 80% | 5 | 4 | 5 | 2 | |
| Fully Vectorised | Potential Speedup | 1.17 | 1.09 | 1.17 | 1.00 |
| Nb Loops to get 80% | 5 | 5 | 5 | 3 | |
| Only FP Arithmetic | Potential Speedup | 2.89 | 2.23 | 2.86 | 1.00 |
| Nb Loops to get 80% | 3 | 2 | 3 | 2 | |
| 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. |
| ▼exec | |
| ▼ | |
| ○ | -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-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. |
| ▼libggml-cpu.so | |
| ▼binary-ops.cpp | |
| ○ | |
| ▼repack.cpp | |
| ○ | |
| ▼ops.cpp | |
| ○ | |
| ▼vec.cpp | |
| ○ | |
| ▼ggml-cpu.c | |
| ○ | |
| ▼quants.c | |
| ○ |
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| r0 | r1 | r2 | r3 | |
|---|---|---|---|---|
| Experiment Name | ||||
| Application | /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/run/oneview_runs/defaults/orig/exec | /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/run/base_runs/defaults/icx/exec | /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/run/binaries/aocc_5/exec | /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/run/binaries/icx_1/exec |
| Timestamp | 2026-04-24 16:32:27 | 2026-04-24 16:30:28 | 2026-04-24 16:34:50 | 2026-04-24 16:15:56 |
| 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 | 4.51 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 | 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 --driver-mode=g++ -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/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/.. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/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=gnu++17 -fPIC -Wmissing-declarations -Wmissing-noreturn -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function -Wunreachable-code-break -Wunreachable-code-return -Wmissing-prototypes -Wextra-semi -march=native -fopenmp=libomp -MD -MT ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/repack.cpp.o -MF ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/repack.cpp.o.d -o ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/repack.cpp.o -c /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/repack.cpp libllama.so: N/A | exec: N/A libggml-base.so: N/A libggml-cpu.so: --driver-mode=g++ --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/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/.. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/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=gnu++17 -fPIC -Wmissing-declarations -Wmissing-noreturn -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/repack.cpp.o -MF ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/repack.cpp.o.d -o ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/repack.cpp.o -c /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/repack.cpp -fveclib=SVML libllama.so: 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 --driver-mode=g++ -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/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/.. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/../include -O3 -O3 -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 -O3 -D NDEBUG -std=gnu++17 -fPIC -Wmissing-declarations -Wmissing-noreturn -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function -Wunreachable-code-break -Wunreachable-code-return -Wmissing-prototypes -Wextra-semi -fopenmp=libomp -MD -MT ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/repack.cpp.o -MF ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/repack.cpp.o.d -o ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/arch/x86/repack.cpp.o -c /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/repack.cpp libllama.so: N/A | exec: N/A libggml-base.so: N/A libggml-cpu.so: --driver-mode=g++ --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/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/.. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu -I /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/../include -O3 -O3 -axCORE-AVX512 -g -fno-omit-frame-pointer -fcf-protection=none -no-pie -grecord-command-line -fno-finite-math-only -O3 -D NDEBUG -std=gnu++17 -fPIC -Wmissing-declarations -Wmissing-noreturn -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function -fno-associative-math -fiopenmp -MD -MT ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/ops.cpp.o -MF ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/ops.cpp.o.d -o ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/ops.cpp.o -c /beegfs/hackathon/users/eoseret/qaas_runs_test/gmz12.benchmarkcenter.megware.com/176-989-1122/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp -fveclib=SVML |
| 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 | 2026.0.0 | same as r0 | same as r0 | same as r0 |
| MAQAO build | 49a9dc069444a7748350ef205eab9e968aeb8e74::20260421-164850 | same as r0 | same as r0 | same as r0 |
| Comments | same as r0 | same as r0 | same as r0 |