Table 2.
Training time (minutes) for the hyperparameter search.
| Hyperparameters | 1 participant | 3 participants | 5 participants | 9 participants | |||||
| Cells |
|
|
|
|
|||||
|
|
100 | 24 | 75 | 110 | 208 | ||||
|
|
300 | 54 | 200 | 272 | 505 | ||||
|
|
500 | 84 | 313 | 542 | 932 | ||||
| Hidden units |
|
|
|
|
|||||
|
|
500 | 24 | 69 | 150 | 211 | ||||
|
|
1500 | 52 | 161 | 264 | 482 | ||||
|
|
2500 | 131 | 402 | 665 | 1213 | ||||
| Layers |
|
|
|
|
|||||
|
|
1 | 24 | 65 | 116 | 220 | ||||
|
|
2 | 35 | 125 | 190 | 366 | ||||
|
|
3 | 48 | 158 | 271 | 470 | ||||