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Global Metrics

Metricr0r1r2r3r4r5r6r7
Total Time (s)54.0649.3847.9747.3848.7248.8349.9738.57
Max (Thread Active Time) (s)36.1831.7130.3529.9130.9630.7831.9921.27
Average Active Time (s)34.3431.2029.8829.4730.5430.3931.5921.01
Activity Ratio (%)85.892.994.794.693.594.493.895.3
Average number of active threads3.81145.48359.78374.64080.24689.617106.197104.578
Affinity Stability (%)92.798.698.798.598.798.798.798.4
GFLOPS53.53761.44964.31665.39962.76363.14161.37792.468
Time in analyzed loops (%)11.23.443.463.062.922.582.342.43
Time in analyzed innermost loops (%)9.933.283.342.962.832.492.272.35
Time in user code (%)60.014.213.813.211.611.411.112.1
Compilation Options Score (%)99.999.999.999.999.999.9100.099.9
Array Access Efficiency (%)85.794.393.191.189.390.590.988.9
Potential Speedups
Perfect Flow Complexity1.021.011.011.011.011.011.011.01
Perfect OpenMP/MPI/Pthread/TBB1.514.524.454.505.245.435.844.95
Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution1.666.636.666.957.857.968.227.72
Scalability - Gap1.0010.9614.2017.5319.2221.6825.8822.83
No Scalar IntegerPotential Speedup1.001.001.001.001.001.001.001.00
Nb Loops to get 80%31122222
FP VectorisedPotential Speedup1.011.011.011.001.001.001.001.00
Nb Loops to get 80%41133333
Fully VectorisedPotential Speedup1.041.021.021.011.011.011.011.01
Nb Loops to get 80%75444444
Only FP ArithmeticPotential Speedup1.031.011.021.021.021.011.011.01
Nb Loops to get 80%54321222
OpenMP perfectly balancedPotential Speedup1.161.471.501.481.501.531.511.56
Nb Loops to get 80%11111111

FLOPS Breakdown

Scalability Speedup

Cumulated Speedup If No Scalar Integer

Cumulated Speedup If FP Vectorized

Cumulated Speedup If Fully Vectorized

Cumulated Speedup If Only FP Arithmetic

Cumulated Speedup if OpenMP Perfectly Balanced

Loop Based Profiles

Innermost / Single Loops

Inbetween Loops

Outermost Loops

Cumulated Coverage With All Loops

Innermost Loop Based Profiles

Coverage

Count

Application Categorization

Time

Coverage

Compilation Options

Source ObjectIssue
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
binary-ops.cpp
vec.cpp
sgemm.cpp
mmq.cpp
ops.cpp
common.h
ggml-cpu.c
quants.c
libggml-blas.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.

Path Count Profiles

Coverage

Count

Low Iteration Count Profiles

Coverage

Count

Average Number of Active Threads

Run 1 - 1x6

Run 2 - 1x72

Run 3 - 1x96

Run 4 - 1x120

Run 5 - 1x128

Run 6 - 1x144

Run 7 - 1x168

Run 8 - 1x192

Experiment Summaries

r0r1r2r3r4r5r6r7
Experiment Name
Application/beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/run/binaries/aocc_5/execsame as r0same as r0same as r0same as r0same as r0same as r0same as r0
Timestamp2025-10-16 18:16:28same as r0same as r0same as r0same as r0same as r0same as r0same as r0
Experiment TypeMPI; OpenMP; same as r0same as r0same as r0same as r0same as r0same as r0same as r0
Machineisix06.benchmarkcenter.megware.comsame as r0same as r0same as r0same as r0same as r0same as r0same as r0
Architecturex86_64same as r0same as r0same as r0same as r0same as r0same as r0same as r0
Micro ArchitectureGRANITE_RAPIDSsame as r0same as r0same as r0same as r0same as r0same as r0same as r0
Model NameIntel(R) Xeon(R) 6972Psame as r0same as r0same as r0same as r0same as r0same as r0same as r0
Cache Size491520 KBsame as r0same as r0same as r0same as r0same as r0same as r0same as r0
Number of Cores96same as r0same as r0same as r0same as r0same as r0same as r0same as r0
Maximal Frequency3.9 GHzsame as r0same as r0same as r0same as r0same as r0same as r0same as r0
OS VersionLinux 5.14.0-570.39.1.el9_6.x86_64 #1 SMP PREEMPT_DYNAMIC Thu Sep 4 05:08:52 EDT 2025same as r0same as r0same as r0same as r0same as r0same as r0same as r0
Architecture used during static analysisx86_64same as r0same as r0same as r0same as r0same as r0same as r0same as r0
Micro Architecture used during static analysisGRANITE_RAPIDSsame as r0same as r0same as r0same as r0same as r0same as r0same as r0
Compilation Options exec: N/A
libggml-base.so: N/A
libggml-blas.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/176-060-7658/intel/llama.cpp/build/llama.cpp/ggml/src/.. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/ggml/src/. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu -I /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/ggml/src/../include -O3 -O3 -march=graniterapids -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/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/176-060-7658/intel/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp
libllama.so: N/A
same as r0same as r0libggml-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/176-060-7658/intel/llama.cpp/build/llama.cpp/ggml/src/.. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/ggml/src/. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu -I /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/ggml/src/../include -O3 -O3 -march=graniterapids -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/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/176-060-7658/intel/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp
libllama.so: N/A
libggml-base.so: N/A
libggml-blas.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/176-060-7658/intel/llama.cpp/build/llama.cpp/ggml/src/.. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/ggml/src/. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu -I /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/ggml/src/../include -O3 -O3 -march=graniterapids -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/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/176-060-7658/intel/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp
libllama.so: N/A
same as r3same as r4same as r3
Number of processes observed1same as r0same as r0same as r0same as r0same as r0same as r0same as r0
Number of threads observed67296120128144168192
Frequency Driverintel_pstatesame as r0same as r0same as r0same as r0same as r0same as r0same as r0
Frequency Governorperformancesame as r0same as r0same as r0same as r0same as r0same as r0same as r0
Huge Pagesalwayssame as r0same as r0same as r0same as r0same as r0same as r0same as r0
Hyperthreadingonsame as r0same as r0same as r0same as r0same as r0same as r0same as r0
Number of sockets2same as r0same as r0same as r0same as r0same as r0same as r0same as r0
Number of cores per socket96same as r0same as r0same as r0same as r0same as r0same as r0same as r0
MAQAO version2025.1.2same as r0same as r0same as r0same as r0same as r0same as r0same as r0
MAQAO buildbacb6037f9058e0e37353b68076bc49d02aaaee9::20251016-172501same as r0same as r0same as r0same as r0same as r0same as r0same as r0
CommentsOV scalability run using aocc_5same as r0same as r0same as r0same as r0same as r0same as r0same as r0
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