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Global Metrics

Metricr0r1r2r3r4r5
Total Time (s)33.4731.54149.4232.2430.13150.87
Max (Thread Active Time) (s)16.3814.687.5014.7514.687.75
Average Active Time (s)16.0714.515.8214.4914.496.00
Activity Ratio (%)95.394.94.4295.194.94.51
Average number of active threads92.17988.3179.27286.30392.3549.548
Affinity Stability (%)98.498.280.598.398.279.9
GFLOPS121.708135.163262.682134.128134.009254.191
Time in analyzed loops (%)8.603.365.302.073.474.48
Time in analyzed innermost loops (%)8.443.225.181.883.344.38
Time in user code (%)16.317.139.517.317.439.7
Compilation Options Score (%)97.699.975.097.799.9100
Array Access Efficiency (%)91.890.289.183.989.489.0
Potential Speedups
Perfect Flow Complexity1.001.011.001.001.011.00
Perfect OpenMP/MPI/Pthread/TBB3.863.531.643.753.451.66
Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution5.885.453.175.525.443.16
No Scalar IntegerPotential Speedup1.001.001.001.001.001.00
Nb Loops to get 80%233325
FP VectorisedPotential Speedup1.001.001.001.001.001.00
Nb Loops to get 80%544544
Fully VectorisedPotential Speedup1.001.021.031.011.021.02
Nb Loops to get 80%757959
Only FP ArithmeticPotential Speedup1.001.021.021.011.021.02
Nb Loops to get 80%325527

FLOPS Breakdown

Cumulated Speedup If No Scalar Integer

Cumulated Speedup If FP Vectorized

Cumulated Speedup If Fully Vectorized

Cumulated Speedup If Only FP Arithmetic

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–
▼sgemm.cpp–
○
▼ops.cpp–
○
▼common.h–
○
▼ggml-cpu.c–
○
▼mmq.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.
▼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.

Path Count Profiles

Coverage

Count

Low Iteration Count Profiles

Coverage

Count

Average Number of Active Threads

Run 1 - orig_default

Run 2 - aocc_default

Run 3 - gcc_default

Run 4 - icx_10

Run 5 - aocc_5

Run 6 - gcc_3

Experiment Summaries

r0r1r2r3r4r5
Experiment Name
Application/beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/run/oneview_runs/defaults/orig/exec/beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/run/base_runs/defaults/aocc/exec/beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/run/base_runs/defaults/gcc/exec/beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/run/binaries/icx_10/exec/beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/run/binaries/aocc_5/exec/beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/run/binaries/gcc_3/exec
Timestamp2025-10-16 11:48:462025-10-16 11:52:132025-10-16 12:06:242025-10-16 14:56:042025-10-16 14:57:412025-10-16 14:59:11
Experiment TypeMPI; OpenMP; same as r0same as r0same as r0same as r0same as r0
Machineisix06.benchmarkcenter.megware.comsame as r0same as r0same as r0same as r0same as r0
Architecturex86_64same as r0same as r0same as r0same as r0same as r0
Micro ArchitectureGRANITE_RAPIDSsame 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 r0
Cache Size491520 KBsame as r0same as r0same as r0same as r0same as r0
Number of Cores96same as r0same as r0same as r0same as r0same as r0
Maximal Frequency3.9 GHzsame 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 r0
Architecture used during static analysisx86_64same 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 r0
Compilation Options exec: N/A
libggml-base.so: N/A
libggml-cpu.so: clang based Intel(R) oneAPI DPC++/C++ Compiler 2025.1.0 (2025.1.0.20250317) /cluster/intel/oneapi/2025.1.0/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_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 -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/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 -fveclib=SVML
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 -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/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: 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_BUILD -D LLAMA_SHARED -D llama_EXPORTS -I /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/src/. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/src/../include -I /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/ggml/src/../include -O3 -g -fno-omit-frame-pointer -fcf-protection=none -nopie -grecord-command-line -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 src/CMakeFiles/llama.dir/unicode.cpp.o -MF src/CMakeFiles/llama.dir/unicode.cpp.o.d -o src/CMakeFiles/llama.dir/unicode.cpp.o -c /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/src/unicode.cpp 		exec: N/A
libggml-base.so: GNU C11 14.2.0 -mtune=generic -march=x86-64 -g -O3 -O3 -std=gnu11 -fno-omit-frame-pointer -fcf-protection=none -fPIC
libggml-blas.so: GNU C++17 14.2.0 -mtune=generic -march=x86-64 -g -O3 -O3 -std=gnu++17 -fno-omit-frame-pointer -fcf-protection=none -fPIC
libggml-cpu.so: GNU C++17 14.2.0 -march=graniterapids -mmmx -mpopcnt -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mavx -mavx2 -mno-sse4a -mno-fma4 -mno-xop -mfma -mavx512f -mbmi -mbmi2 -maes -mpclmul -mavx512vl -mavx512bw -mavx512dq -mavx512cd -mavx512vbmi -mavx512ifma -mavx512vpopcntdq -mavx512vbmi2 -mgfni -mvpclmulqdq -mavx512vnni -mavx512bitalg -mavx512bf16 -mno-avx512vp2intersect -mno-3dnow -madx -mabm -mcldemote -mclflushopt -mclwb -mno-clzero -mcx16 -menqcmd -mf16c -mfsgsbase -mfxsr -mno-hle -msahf -mno-lwp -mlzcnt -mmovbe -mmovdir64b -mmovdiri -mno-mwaitx -mpconfig -mpku -mprfchw -mptwrite -mrdpid -mrdrnd -mrdseed -mno-rtm -mserialize -msgx -msha -mshstk -mno-tbm -mtsxldtrk -mvaes -mwaitpkg -mwbnoinvd -mxsave -mxsavec -mxsaveopt -mxsaves -mamx-tile -mamx-int8 -mamx-bf16 -muintr -mhreset -mno-kl -mno-widekl -mavxvnni -mavx512fp16 -mno-avxifma -mno-avxvnniint8 -mno-avxneconvert -mno-cmpccxadd -mamx-fp16 -mprefetchi -mno-raoint -mno-amx-complex -mno-avxvnniint16 -mno-sm3 -mno-sha512 -mno-sm4 -mno-apxf -mno-usermsr -mavx10.1-256 -mavx10.1-512 --param=l1-cache-size=48 --param=l1-cache-line-size=64 --param=l2-cache-size=491520 -mtune=graniterapids -g -O3 -O3 -std=gnu++17 -fno-omit-frame-pointer -fcf-protection=none -fPIC -fopenmp
libllama.so: GNU C++17 14.2.0 -mtune=generic -march=x86-64 -g -O3 -O3 -fno-omit-frame-pointer -fcf-protection=none -fPIC 		exec: N/A
libggml-base.so: N/A
libggml-cpu.so: clang based Intel(R) oneAPI DPC++/C++ Compiler 2025.1.0 (2025.1.0.20250317) /cluster/intel/oneapi/2025.1.0/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_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 -O2 -x GRANITERAPIDS -fno-vectorize -fno-slp-vectorize -fno-iopenmp-simd -g -fno-omit-frame-pointer -fcf-protection=none -no-pie -grecord-command-line -fno-finite-math-only -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/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 -fveclib=SVML
libllama.so: clang based Intel(R) oneAPI DPC++/C++ Compiler 2025.1.0 (2025.1.0.20250317) /cluster/intel/oneapi/2025.1.0/compiler/2025.1/bin/compiler/clang --driver-mode=g++ --intel -D GGML_BACKEND_SHARED -D GGML_SHARED -D GGML_USE_BLAS -D GGML_USE_CPU -D LLAMA_BUILD -D LLAMA_SHARED -D llama_EXPORTS -I /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/src/. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/src/../include -I /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/ggml/src/../include -O2 -x GRANITERAPIDS -fno-vectorize -fno-slp-vectorize -fno-iopenmp-simd -g -fno-omit-frame-pointer -fcf-protection=none -no-pie -grecord-command-line -fno-finite-math-only -D NDEBUG -fPIC -Wmissing-declarations -Wmissing-noreturn -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function -MD -MT src/CMakeFiles/llama.dir/llama-vocab.cpp.o -MF src/CMakeFiles/llama.dir/llama-vocab.cpp.o.d -o src/CMakeFiles/llama.dir/llama-vocab.cpp.o -c /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/src/llama-vocab.cpp -fveclib=SVML 		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/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: 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_BUILD -D LLAMA_SHARED -D llama_EXPORTS -I /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/src/. -I /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/src/../include -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 -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 src/CMakeFiles/llama.dir/unicode.cpp.o -MF src/CMakeFiles/llama.dir/unicode.cpp.o.d -o src/CMakeFiles/llama.dir/unicode.cpp.o -c /beegfs/hackathon/users/eoseret/qaas_runs_test/176-060-7658/intel/llama.cpp/build/llama.cpp/src/unicode.cpp 		exec: GNU C++17 14.2.0 -march=graniterapids -mprefer-vector-width=256 -g -O3 -O3 -O3 -funroll-loops -ffast-math -fno-omit-frame-pointer -fcf-protection=none -fno-finite-math-only
libggml-base.so: GNU C11 14.2.0 -march=graniterapids -mprefer-vector-width=256 -g -O3 -O3 -O3 -std=gnu11 -funroll-loops -ffast-math -fno-omit-frame-pointer -fcf-protection=none -fno-finite-math-only -fPIC
libggml-blas.so: GNU C++17 14.2.0 -march=graniterapids -mprefer-vector-width=256 -g -O3 -O3 -O3 -std=gnu++17 -funroll-loops -ffast-math -fno-omit-frame-pointer -fcf-protection=none -fno-finite-math-only -fPIC
libggml-cpu.so: GNU C++17 14.2.0 -march=graniterapids -mprefer-vector-width=256 -g -O3 -O3 -O3 -std=gnu++17 -funroll-loops -ffast-math -fno-omit-frame-pointer -fcf-protection=none -fno-finite-math-only -fPIC -fopenmp
libllama.so: GNU C++17 14.2.0 -march=graniterapids -mprefer-vector-width=256 -g -O3 -O3 -O3 -funroll-loops -ffast-math -fno-omit-frame-pointer -fcf-protection=none -fno-finite-math-only -fPIC
Number of processes observed1same as r0same as r0same as r0same as r0same as r0
Number of threads observed192same as r0238same as r0same as r0240
Frequency Driverintel_pstatesame as r0same as r0same as r0same as r0same as r0
Frequency Governorperformancesame as r0same as r0same as r0same as r0same as r0
Huge Pagesalwayssame as r0same as r0same as r0same as r0same as r0
Hyperthreadingonsame as r0same as r0same as r0same as r0same as r0
Number of sockets2same as r0same as r0same as r0same as r0same as r0
Number of cores per socket96same as r0same as r0same as r0same as r0same as r0
MAQAO version2025.1.2same as r0same as r0same as r0same as r0same as r0
MAQAO buildad4b42c12cfbc289a7a711f3ded92abe2eb90c0a::20250917-142411same as r0same as r0same as r0same as r0same as r0
Commentssame as r0same as r0same as r0same as r0same as r0
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