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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_48_threads
- r7: run_64_threads
Metric | r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 |
---|
Total Time (s) | 182.53 | 120.35 | 89.27 | 73.03 | 64.93 | 60.98 | 59.53 | 58.87 |
Max (Thread Active Time) (s) | 181.40 | 117.54 | 86.48 | 70.62 | 62.97 | 59.13 | 57.58 | 57.09 |
Average Active Time (s) | 181.40 | 90.66 | 45.43 | 22.69 | 11.36 | 5.74 | 3.87 | 2.96 |
Activity Ratio (%) | 99.4 | 75.3 | 50.9 | 31.1 | 17.5 | 9.41 | 6.51 | 5.02 |
Average number of active threads | 0.994 | 1.507 | 2.035 | 2.485 | 2.799 | 3.012 | 3.124 | 3.214 |
Affinity Stability (%) | 99.9 | 76.5 | 52.4 | 32.4 | 18.4 | 10.2 | 7.21 | 5.64 |
GFLOPS | 24.1 E-3 | 47.5 E-3 | 76.4 E-3 | 0.110 | 0.145 | 0.184 | 0.249 | 0.294 |
Time in analyzed loops (%) | 69.7 | 69.7 | 69.6 | 69.8 | 69.7 | 69.9 | 70.3 | 70.6 |
Time in analyzed innermost loops (%) | 65.9 | 66.1 | 65.9 | 66.1 | 66.2 | 66.3 | 66.9 | 67.1 |
Time in user code (%) | 69.7 | 69.7 | 69.6 | 69.8 | 69.7 | 70.0 | 70.4 | 70.7 |
Compilation Options Score (%) | 87.5 | 87.5 | 87.5 | 87.5 | 87.5 | 87.5 | 87.5 | 87.5 |
Array Access Efficiency (%) | 42.7 | 42.5 | 42.6 | 42.7 | 42.8 | 42.6 | 42.3 | 42.0 |
|
Potential Speedups |  |
Perfect Flow Complexity | 1.95 | 1.95 | 1.95 | 1.95 | 1.95 | 1.93 | 1.92 | 1.89 |
Perfect OpenMP/MPI/Pthread/TBB | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.00 | 1.30 | 1.90 | 3.12 | 5.55 | 10.3 | 14.9 | 19.4 |
Scalability - Gap | 1.00 | 1.32 | 1.96 | 3.20 | 5.69 | 10.69 | 15.65 | 20.64 |
No Scalar Integer | Potential Speedup | 1.98 | 1.98 | 1.98 | 1.98 | 1.98 | 1.97 | 1.97 | 1.96 |
Nb Loops to get 80% | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
FP Vectorised | Potential Speedup | 1.30 | 1.30 | 1.30 | 1.30 | 1.30 | 1.30 | 1.30 | 1.30 |
Nb Loops to get 80% | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
Fully Vectorised | Potential Speedup | 2.17 | 2.17 | 2.16 | 2.17 | 2.17 | 2.18 | 2.19 | 2.20 |
Nb Loops to get 80% | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 |
Only FP Arithmetic | Potential Speedup | 1.33 | 1.33 | 1.33 | 1.34 | 1.33 | 1.34 | 1.36 | 1.37 |
Nb Loops to get 80% | 2 | 1 | 2 | 2 | 1 | 2 | 2 | 2 |
Source Object | Issue |
▼kmeans-gcc-O3-all– | |
▼main.cpp– | |
○ | -O3 or -Ofast is missing. |
Source Object | Issue |
▼kmeans-gcc-O3-all– | |
▼main.cpp– | |
○ | -O3 or -Ofast is missing. |
Source Object | Issue |
▼kmeans-gcc-O3-all– | |
▼main.cpp– | |
○ | -O3 or -Ofast is missing. |
Source Object | Issue |
▼kmeans-gcc-O3-all– | |
▼main.cpp– | |
○ | -O3 or -Ofast is missing. |
Source Object | Issue |
▼kmeans-gcc-O3-all– | |
▼main.cpp– | |
○ | -O3 or -Ofast is missing. |
Source Object | Issue |
▼kmeans-gcc-O3-all– | |
▼main.cpp– | |
○ | -O3 or -Ofast is missing. |
Source Object | Issue |
▼kmeans-gcc-O3-all– | |
▼main.cpp– | |
○ | -O3 or -Ofast is missing. |
Source Object | Issue |
▼kmeans-gcc-O3-all– | |
▼main.cpp– | |
○ | -O3 or -Ofast is missing. |
| r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 |
Experiment Name | K-Means scalability gcc-O3-all 100000000 | K-Means scalability gcc-O3-all 100000000 | K-Means scalability gcc-O3-all 100000000 | K-Means scalability gcc-O3-all 100000000 | K-Means scalability gcc-O3-all 100000000 | K-Means scalability gcc-O3-all 100000000 | K-Means scalability gcc-O3-all 100000000 | K-Means scalability gcc-O3-all 100000000 |
Application | ./kmeans/kmeans-gcc-O3-all | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
Timestamp | 2025-07-11 10:17:17 | 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-172-31-18-66 | 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_V1 | 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 6.8.0-1031-aws #33-Ubuntu SMP Fri Jun 20 17:58:11 UTC 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 | 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_V1 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
Compilation Options |
kmeans-gcc-O3-all: GNU C++14 14.2.0 -mlittle-endian -mabi=lp64 -mcpu=neoverse-v1+sm4+crc+aes+sha3 -g -O3 -std=c++14 -fno-omit-frame-pointer -fopenmp -ftree-vectorize -funroll-loops -ffast-math GNU C17 14.2.0 -mlittle-endian -mabi=lp64 -g -g -g -O2 -O2 -O2 -fbuilding-libgcc -fno-stack-protector -fPIC | 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 | 48 | 64 |
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 | 64 | 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 | f763b230967252184a5e61875ae92196728ac8f6::20250710-120157 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
Comments | AWS Graviton 3 (Neoverse V1) CPU, 1-64 threads runs | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |