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Global Metrics

Metricr0r1r2r3r4r5
Total Time (s)27.5127.7028.4428.7820.5813.81
Max (Thread Active Time) (s)27.4927.6828.4328.7620.5713.80
Average Active Time (s)27.4927.6828.4328.7620.5713.80
Activity Ratio (%)99.999.9100.099.999.999.9
Average number of active threads0.9990.9991.0000.9990.9990.999
Affinity Stability (%)100.0100.0100.0100.0100.060.3
GFLOPS1.1211.1141.1501.1361.6532.507
Time in analyzed loops (%)94.594.192.791.894.498.9
Time in analyzed innermost loops (%)88.889.281.881.586.372.6
Time in user code (%)94.694.292.891.997.998.8
Compilation Options Score (%)75.075.010010099.999.8
Array Access Efficiency (%)53.353.363.764.034.331.3
Potential Speedups
Perfect Flow Complexity1.001.001.001.001.001.00
Perfect OpenMP/MPI/Pthread/TBB1.001.001.001.001.001.00
Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution1.001.001.001.001.001.00
No Scalar IntegerPotential Speedup1.031.031.081.081.131.07
Nb Loops to get 80%764467
FP VectorisedPotential Speedup2.232.231.581.461.171.03
Nb Loops to get 80%555466
Fully VectorisedPotential Speedup7.697.355.934.333.731.70
Nb Loops to get 80%1098679
Only FP ArithmeticPotential Speedup1.051.051.101.101.702.01
Nb Loops to get 80%775569

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
attention-gcc-skl256
random.tcc
-funroll-loops is missing.
attention_v2.cpp
-funroll-loops is missing.

Path Count Profiles

Coverage

Count

Low Iteration Count Profiles

Coverage

Count

Average Number of Active Threads

Run 1 - gcc-256

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Run 2 - gcc-512

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Run 3 - clang-256

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Run 4 - clang-512

Chart is not available for this run

Run 5 - icx-256

Chart is not available for this run

Run 6 - icx-512

Chart is not available for this run

Experiment Summaries

r0r1r2r3r4r5
Experiment Name
Application./attention-gcc-skl256./attention-gcc-skl512./attention-clang-skl256./attention-clang-skl512./attention-icx-skl256./attention-icx-skl512
Timestamp2026-06-22 17:48:572026-06-22 17:49:492026-06-22 17:46:262026-06-22 17:45:232026-06-24 16:32:272026-06-24 16:29:58
Experiment TypeSequentialsame as r0same as r0same as r0same as r0same as r0
Machineskylakesame as r0same as r0same as r0same as r0same as r0
Architecturex86_64same as r0same as r0same as r0same as r0same as r0
Micro ArchitectureSKYLAKEsame as r0same as r0same as r0same as r0same as r0
Model NameIntel(R) Xeon(R) Platinum 8170 CPU @ 2.10GHzsame as r0same as r0same as r0same as r0same as r0
Cache Size36608 KBsame as r0same as r0same as r0same as r0same as r0
Number of Cores26same as r0same as r0same as r0same as r0same as r0
Maximal Frequency2.10 GHzsame as r0same as r0same as r0same as r0same as r0
OS VersionLinux 6.19.8-arch1-1 #1 SMP PREEMPT_DYNAMIC Sat, 14 Mar 2026 01:07:43 +0000same 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 analysisSKYLAKEsame as r0same as r0same as r0same as r0same as r0
Compilation Options attention-gcc-skl256: GNU C++20 16.1.1 20260430 -march=skylake-avx512 -mprefer-vector-width=256 -g -O3 -fno-omit-frame-pointer -fno-math-errno -ffinite-math-only -fassociative-math -fno-signed-zeros attention-gcc-skl512: GNU C++20 16.1.1 20260430 -march=skylake-avx512 -mprefer-vector-width=512 -g -O3 -fno-omit-frame-pointer -fno-math-errno -ffinite-math-only -fassociative-math -fno-signed-zeros attention-clang-skl256: clang version 22.1.6 /usr/bin/clang++ --driver-mode=g++ -O3 -g -fno-omit-frame-pointer -grecord-command-line -march=skylake-avx512 -mprefer-vector-width=256 -fveclib=libmvec -fapprox-func -fno-math-errno -ffinite-math-only -fassociative-math -fno-signed-zeros attention_v2.cpp -o attention-clang-skl256 -dumpdir attention-clang-skl256- attention-clang-skl512: clang version 22.1.6 /usr/bin/clang++ --driver-mode=g++ -O3 -g -fno-omit-frame-pointer -grecord-command-line -march=skylake-avx512 -mprefer-vector-width=512 -fveclib=libmvec -fapprox-func -fno-math-errno -ffinite-math-only -fassociative-math -fno-signed-zeros attention_v2.cpp -o attention-clang-skl512 -dumpdir attention-clang-skl512- attention-icx-skl256: --driver-mode=g++ --intel -O3 -g -grecord-command-line -fno-omit-frame-pointer -march=native -fapprox-func -fno-math-errno -ffinite-math-only -fassociative-math -fno-signed-zeros attention_v2.cpp -o attention-icx-skl256 -fveclib=SVML -faltmathlib=SVML -fheinous-gnu-extensions -dumpdir attention-icx-skl256-
libc.so.6: N/A + libstdc++.so.6.0.35: N/A
attention-icx-skl512: --driver-mode=g++ --intel -O3 -g -grecord-command-line -fno-omit-frame-pointer -march=native -mprefer-vector-width=512 -fapprox-func -fno-math-errno -ffinite-math-only -fassociative-math -fno-signed-zeros attention_v2.cpp -o attention-icx-skl512 -fveclib=SVML -faltmathlib=SVML -fheinous-gnu-extensions -dumpdir attention-icx-skl512-
libc.so.6: N/A + libstdc++.so.6.0.35: N/A
Number of processes observed1same as r0same as r0same as r0same as r0same as r0
Number of threads observed1same as r0same as r0same as r0same as r0same as r0
Frequency Driverintel_cpufreqsame as r0same as r0same as r0same as r0same as r0
Frequency Governorschedutilsame as r0same as r0same as r0same as r0same as r0
Huge Pagesalwayssame as r0same as r0same as r0same as r0same as r0
Hyperthreadingoffsame 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 socket26same as r0same as r0same as r0same as r0same as r0
MAQAO version2026.0.1same as r0same as r0same as r0same as r0same as r0
MAQAO build5913ca57b6edfb4b485a73198a6fcad282267733::20260622-042016same 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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