Population | Serial-CPU (1 core) | Parallel-CPU (4 cores) | Parallel-GPU |
---|
500 | 281.2 | 70.4 | 3.9 |
1000 | 450.8 | 113.1 | 6.5 |
2000 | 1077.7 | 270.3 | 15.8 |
4000 | 2299.3 | 577.3 | 34.4 |
8000 | 6780.3 | 1709.2 | 110.2 |
- Each column shows the time required in hours to optimise the model 16 times to all 4 experimental nystagmus waveforms,
- as population size is increased. NSGA-II was run for 100 generations in each case. Serial-CPU: results obtained using only
- 1 core of the i7-4790K CPU. Parallel-CPU: results obtained using all 4 cores of the i7-4790K CPU. Parallel-GPU: results
- obtained using the FirePRO W8100 GPU, with all 4 cores of the i7-4790K CPU