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- r0: run_1_thread
- r1: run_2_threads
- r2: run_4_threads
- r3: run_8_threads
- r4: run_16_threads
- r5: run_32_threads
- r6: run_64_threads
- r7: run_96_threads
Metric | r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 |
---|
Total Time (s) | 90.14 | 45.42 | 24.95 | 12.50 | 6.53 | 3.40 | 1.82 | 2.13 |
Max (Thread Active Time) (s) | 82.47 | 41.51 | 22.75 | 11.38 | 5.97 | 3.10 | 1.40 | 0.98 |
Average Active Time (s) | 82.47 | 41.04 | 22.63 | 11.24 | 5.83 | 3.03 | 1.35 | 0.86 |
Activity Ratio (%) | 91.5 | 90.4 | 90.7 | 90.0 | 89.4 | 89.4 | 75.0 | 40.8 |
Average number of active threads | 0.915 | 1.807 | 3.629 | 7.196 | 14.292 | 28.544 | 47.688 | 38.859 |
Affinity Stability (%) | 99.6 | 99.6 | 99.6 | 99.4 | 99.2 | 98.7 | 97.7 | 97.5 |
GFLOPS | 4.247 | 8.288 | 15.622 | 30.460 | 59.581 | 120.862 | 209.002 | 66.222 |
Time in analyzed loops (%) | 100.0 | 98.7 | 92.5 | 90.5 | 88.3 | 90.2 | 90.7 | 35.5 |
Time in analyzed innermost loops (%) | 98.6 | 97.4 | 91.3 | 89.4 | 87.3 | 89.1 | 89.8 | 35.2 |
Time in user code (%) | 100 | 98.7 | 92.5 | 90.5 | 88.3 | 90.2 | 90.7 | 35.5 |
Compilation Options Score (%) | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Array Access Efficiency (%) | 99.7 | 99.7 | 99.7 | 99.6 | 99.4 | 98.1 | 94.8 | 89.1 |
|
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 | 1.00 | 1.00 | 1.05 | 1.04 | 1.01 | 1.04 | 1.02 | 1.68 |
Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.00 | 1.02 | 1.09 | 1.12 | 1.16 | 1.13 | 1.14 | 3.21 |
Scalability - Gap | 1.00 | 1.01 | 1.11 | 1.11 | 1.16 | 1.21 | 1.29 | 2.27 |
No Scalar Integer | Potential Speedup | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.01 | 1.03 | 1.02 |
Nb Loops to get 80% | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 |
FP Vectorised | Potential Speedup | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.01 | 1.01 |
Nb Loops to get 80% | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
Fully Vectorised | Potential Speedup | 1.18 | 1.18 | 1.16 | 1.16 | 1.16 | 1.17 | 1.21 | 1.09 |
Nb Loops to get 80% | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 |
Only FP Arithmetic | Potential Speedup | 1.00 | 1.00 | 1.00 | 1.00 | 1.01 | 1.02 | 1.05 | 1.04 |
Nb Loops to get 80% | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 |
Source Object | Issue |
▼kmeans-acfl-Ofast– | |
▼main.cpp– | |
○ | |
Source Object | Issue |
▼kmeans-acfl-Ofast– | |
▼main.cpp– | |
○ | |
Source Object | Issue |
▼kmeans-acfl-Ofast– | |
▼main.cpp– | |
○ | |
Source Object | Issue |
▼kmeans-acfl-Ofast– | |
▼main.cpp– | |
○ | |
Source Object | Issue |
▼kmeans-acfl-Ofast– | |
▼main.cpp– | |
○ | |
Source Object | Issue |
▼kmeans-acfl-Ofast– | |
▼main.cpp– | |
○ | |
Source Object | Issue |
▼kmeans-acfl-Ofast– | |
▼main.cpp– | |
○ | |
Source Object | Issue |
▼kmeans-acfl-Ofast– | |
▼main.cpp– | |
○ | |
| r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 |
Experiment Name | K-Means scalability acfl-Ofast 100000000 | K-Means scalability acfl-Ofast 100000000 | K-Means scalability acfl-Ofast 100000000 | K-Means scalability acfl-Ofast 100000000 | K-Means scalability acfl-Ofast 100000000 | K-Means scalability acfl-Ofast 100000000 | K-Means scalability acfl-Ofast 100000000 | K-Means scalability acfl-Ofast 100000000 |
Application | ./kmeans/kmeans-acfl-Ofast | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
Timestamp | 2025-07-17 11:14:40 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
Experiment Type | Sequential | OpenMP; | same as r1 | same as r1 | same as r1 | same as r1 | same as r1 | same as r1 |
Machine | ip-172-31-47-249.ec2.internal | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
Architecture | aarch64 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
Micro Architecture | ARM_NEOVERSE_V2 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
Model Name | | | | | | | | |
Cache Size | | | | | | | | |
Number of Cores | | | | | | | | |
Maximal Frequency | 0 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 6.1.109-118.189.amzn2023.aarch64 #1 SMP Tue Sep 10 08:58:40 UTC 2024 | 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 | aarch64 | 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 | ARM_NEOVERSE_V2 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
Compilation Options |
kmeans-acfl-Ofast: Arm C/C++/Fortran Compiler version 24.10.1 (build number 4) (based on LLVM 19.1.0) /opt/arm/arm-linux-compiler-24.10.1_AmazonLinux-2023/llvm-bin/clang-19 --driver-mode=g++ -I . -MMD -MP -march=native -std=c++14 -g -fno-omit-frame-pointer -fopenmp -Ofast -grecord-command-line -c -o main.o main.cpp | 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 | 1 | 2 | 4 | 8 | 16 | 32 | 64 | 96 |
Frequency Driver | NA | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
Frequency Governor | NA | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
Huge Pages | madvise | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
Hyperthreading | off | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
Number of sockets | 1 | 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 | 2025.1.1 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
MAQAO build | 2302fb4b01f3b07cccb215042f4e5c7e9fcc3718::20250717-122749 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
Comments | AWS Graviton 4 (Neoverse V2) CPU, 1-96 threads runs | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |