src/models/dinov2_info.txt

Model: dinov2_vits14
Timestamp: 2023-09-25_17-27-57
Batch Size: 128
Learning Rate: 2e-06
Number of Epochs: 20
Linear Layer: [384, 64, 5]
Dropout: 0.2
Train length: 18108
Validation length: 4656

Train History:
Epoch 1: Acc 91.000 | Loss 0.283
Epoch 2: Acc 94.000 | Loss 0.174
Epoch 3: Acc 95.000 | Loss 0.137
Epoch 4: Acc 96.000 | Loss 0.115
Epoch 5: Acc 96.000 | Loss 0.095
Epoch 6: Acc 96.000 | Loss 0.088
Epoch 7: Acc 97.000 | Loss 0.087
Epoch 8: Acc 97.000 | Loss 0.080
Epoch 9: Acc 97.000 | Loss 0.077
Epoch 10: Acc 97.000 | Loss 0.076
Epoch 11: Acc 97.000 | Loss 0.075
Epoch 12: Acc 97.000 | Loss 0.069
Epoch 13: Acc 97.000 | Loss 0.081
Epoch 14: Acc 97.000 | Loss 0.068
Epoch 15: Acc 98.000 | Loss 0.059
Epoch 16: Acc 97.000 | Loss 0.063
Epoch 17: Acc 98.000 | Loss 0.054
Epoch 18: Acc 97.000 | Loss 0.058
Epoch 19: Acc 97.000 | Loss 0.067
Epoch 20: Acc 98.000 | Loss 0.060