Table 9.
Experiments No. 20 and No. 21 parameters and results.
| # | Layers | Optimizer | Epochs | Model Size | Results per Beacon A/B/C/D/E—Average (in cm) |
|---|---|---|---|---|---|
| 20 | 512, BN, DO(0.3), 512, BN, DO(0.3), 256, BN, DO(0.2), 256, BN, DO(0.2), 128, 1 | Adam | 1000 | 6,009,507 bytes | MAE: 28.19/21.46/30.86/26.49/24.95—26.39
MSE: 2011.19/1266.64/2658.59/1882.59/2405.19—2044.84 |
| 21 | 512, BN, DO(0.3), 512, BN, DO(0.3), 256, BN, DO(0.2), 256, BN, DO(0.2), 128, 1 | Adam | 2000 | 6,009,507 bytes | MAE: 28.19/21.46/30.86/26.49/24.95—26.39
MSE: 2011.19/1266.64/2658.59/1882.59/2405.19—2044.84 |