Table 3.
Accuracy at different learning rates R [B = 32, I = 64 × 64, = Adam].
| Learning Rate | Accuracy (%) | Training Time (s) | 
|---|---|---|
| 0.00001 | 99.34 | 2259.2996 | 
| 0.0001 | 99.93 | 2555.7536 | 
| 0.001 | 99.41 | 3025.1851 | 
| 0.01 | 43.86 | 1881.2865 | 
Accuracy at different learning rates R [B = 32, I = 64 × 64, = Adam].
| Learning Rate | Accuracy (%) | Training Time (s) | 
|---|---|---|
| 0.00001 | 99.34 | 2259.2996 | 
| 0.0001 | 99.93 | 2555.7536 | 
| 0.001 | 99.41 | 3025.1851 | 
| 0.01 | 43.86 | 1881.2865 |