|
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
