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| Metric | r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 | |
|---|---|---|---|---|---|---|---|---|---|
| Total Time (s) | 74.35 | 30.46 | 30.10 | 29.81 | 29.53 | 28.94 | 34.23 | 34.97 | |
| Max (Thread Active Time) (s) | 57.61 | 13.78 | 13.76 | 13.12 | 12.86 | 13.65 | 17.62 | 18.29 | |
| Average Active Time (s) | 57.34 | 13.69 | 13.66 | 13.00 | 12.72 | 13.51 | 17.38 | 18.05 | |
| Activity Ratio (%) | 94.3 | 95.7 | 96.1 | 96.1 | 95.8 | 96.1 | 96.3 | 96.6 | |
| Average number of active threads | 4.627 | 32.364 | 43.578 | 52.326 | 55.134 | 67.225 | 85.335 | 99.078 | |
| Affinity Stability (%) | 95.3 | 97.3 | 97.7 | 97.6 | 97.5 | 97.8 | 98.3 | 98.8 | |
| GFLOPS | 7.924 | 33.367 | 33.478 | 35.237 | 35.956 | 33.931 | 26.350 | 25.461 | |
| Time in analyzed loops (%) | 77.6 | 37.0 | 33.1 | 31.8 | 31.7 | 28.7 | 25.8 | 25.5 | |
| Time in analyzed innermost loops (%) | 76.9 | 36.7 | 32.8 | 31.5 | 31.4 | 28.5 | 25.6 | 25.3 | |
| Time in user code (%) | 77.9 | 37.3 | 33.4 | 32.1 | 32.0 | 29.0 | 26.0 | 25.6 | |
| Compilation Options Score (%) | 99.9 | 99.9 | 99.9 | 99.9 | 99.9 | 99.9 | 99.9 | 99.9 | |
| Array Access Efficiency (%) | 86.4 | 85.8 | 86.1 | 86.3 | 85.8 | 86.2 | 86.4 | 86.3 | |
| Potential Speedups | | ||||||||
| Perfect Flow Complexity | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | |
| Perfect OpenMP/MPI/Pthread/TBB | 1.11 | 1.32 | 1.41 | 1.38 | 1.37 | 1.46 | 1.30 | 1.21 | |
| Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.28 | 2.66 | 2.98 | 3.10 | 3.11 | 3.44 | 3.84 | 3.89 | |
| Scalability - Gap | 1.00 | 4.92 | 6.48 | 8.02 | 8.47 | 9.34 | 12.89 | 15.05 | |
| No Scalar Integer | Potential Speedup | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Nb Loops to get 80% | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | |
| FP Vectorised | Potential Speedup | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Nb Loops to get 80% | 1 | 1 | 2 | 2 | 1 | 2 | 2 | 2 | |
| Fully Vectorised | Potential Speedup | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Nb Loops to get 80% | 3 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | |
| Only FP Arithmetic | Potential Speedup | 1.01 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Nb Loops to get 80% | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | |
| OpenMP perfectly balanced | Potential Speedup | 1.27 | 2.34 | 2.56 | 2.62 | 2.63 | 2.84 | 3.21 | 3.31 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | 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. |
| ▼exec | |
| ▼sampling.cpp | |
| ○ | |
| ▼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 | |
| ○ | |
| ▼mmq.cpp | |
| ○ | |
| ▼vec.cpp | |
| ○ | |
| ▼common.h | |
| ○ | |
| ▼ops.cpp | |
| ○ | |
| ▼quants.c | |
| ○ |
| r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 | |
|---|---|---|---|---|---|---|---|---|
| Application | /beegfs/hackathon/users/eoseret/qaas_runs_test/175-924-9259/intel/llama.cpp/run/binaries/aocc_4/exec | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Timestamp | 2025-10-06 18:02:26 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Experiment Type | MPI; OpenMP; | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Machine | isix06.benchmarkcenter.megware.com | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Architecture | x86_64 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Micro Architecture | GRANITE_RAPIDS | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Model Name | Intel(R) Xeon(R) 6972P | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Cache Size | 491520 KB | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Number of Cores | 96 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Maximal Frequency | 3.9 GHz | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| OS Version | Linux 5.14.0-570.39.1.el9_6.x86_64 #1 SMP PREEMPT_DYNAMIC Thu Sep 4 05:08:52 EDT 2025 | same as r0 | same as r0 | same as r0 | same as r0 | 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 | same as r0 | same as r0 | same as r0 | same as r0 |
| Micro Architecture used during static analysis | GRANITE_RAPIDS | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Compilation Options | exec: 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_SHARED -D GGML_SHARED -D GGML_USE_BLAS -D GGML_USE_CPU -D LLAMA_SHARED -D LLAMA_USE_CURL -I /beegfs/hackathon/users/eoseret/qaas_runs_test/175-924-9259/intel/llama.cpp/build/llama.cpp/common/. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/175-924-9259/intel/llama.cpp/build/llama.cpp/common/../vendor -I /beegfs/hackathon/users/eoseret/qaas_runs_test/175-924-9259/intel/llama.cpp/build/llama.cpp/src/../include -I /beegfs/hackathon/users/eoseret/qaas_runs_test/175-924-9259/intel/llama.cpp/build/llama.cpp/ggml/src/../include -O3 -O3 -march=graniterapids -mprefer-vector-width=128 -ffast-math -g -fno-omit-frame-pointer -fcf-protection=none -nopie -grecord-command-line -fno-finite-math-only -O3 -D NDEBUG -fPIC -Wmissing-declarations -Wmissing-noreturn -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function -Wunreachable-code-break -Wunreachable-code-return -Wmissing-prototypes -Wextra-semi -MD -MT common/CMakeFiles/common.dir/sampling.cpp.o -MF common/CMakeFiles/common.dir/sampling.cpp.o.d -o common/CMakeFiles/common.dir/sampling.cpp.o -c /beegfs/hackathon/users/eoseret/qaas_runs_test/175-924-9259/intel/llama.cpp/build/llama.cpp/common/sampling.cpp 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/175-924-9259/intel/llama.cpp/build/llama.cpp/ggml/src/.. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/175-924-9259/intel/llama.cpp/build/llama.cpp/ggml/src/. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/175-924-9259/intel/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu -I /beegfs/hackathon/users/eoseret/qaas_runs_test/175-924-9259/intel/llama.cpp/build/llama.cpp/ggml/src/../include -O3 -O3 -march=graniterapids -mprefer-vector-width=128 -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/amx/mmq.cpp.o -MF ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/amx/mmq.cpp.o.d -o ggml/src/CMakeFiles/ggml-cpu.dir/ggml-cpu/amx/mmq.cpp.o -c /beegfs/hackathon/users/eoseret/qaas_runs_test/175-924-9259/intel/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp libllama.so: N/A | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Number of processes observed | 1 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Number of threads observed | 6 | 72 | 96 | 120 | 128 | 144 | 168 | 192 |
| Frequency Driver | intel_pstate | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Frequency Governor | performance | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Huge Pages | always | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Hyperthreading | on | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Number of sockets | 2 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Number of cores per socket | 96 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| MAQAO version | 2025.1.2 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| MAQAO build | ad4b42c12cfbc289a7a711f3ded92abe2eb90c0a::20250917-142411 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Comments | OV scalability run using aocc_4 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |