q2_outputs.txt

Training epoch 1
Training loss: 0.8749
Valid acc: 0.7595
Training epoch 2
Training loss: 0.7583
Valid acc: 0.7830
Training epoch 3
Training loss: 0.7053
Valid acc: 0.8180
Training epoch 4
Training loss: 0.6748
Valid acc: 0.8074
Training epoch 5
Training loss: 0.6562
Valid acc: 0.8231
Training epoch 6
Training loss: 0.6435
Valid acc: 0.8156
Training epoch 7
Training loss: 0.6347
Valid acc: 0.8291
Training epoch 8
Training loss: 0.6278
Valid acc: 0.8072
Training epoch 9
Training loss: 0.6227
Valid acc: 0.8090
Training epoch 10
Training loss: 0.6183
Valid acc: 0.8194
Training epoch 11
Training loss: 0.6152
Valid acc: 0.8124
Training epoch 12
Training loss: 0.6130
Valid acc: 0.8170
Training epoch 13
Training loss: 0.6110
Valid acc: 0.7105
Training epoch 14
Training loss: 0.6092
Valid acc: 0.8209
Training epoch 15
Training loss: 0.6084
Valid acc: 0.7322

Final Test acc: 0.7013


Training epoch 1
Training loss: 1.1215
Valid acc: 0.6824
Training epoch 2
Training loss: 0.9548
Valid acc: 0.7833
Training epoch 3
Training loss: 0.8476
Valid acc: 0.8062
Training epoch 4
Training loss: 0.7780
Valid acc: 0.8265
Training epoch 5
Training loss: 0.7290
Valid acc: 0.8381
Training epoch 6
Training loss: 0.6921
Valid acc: 0.8413
Training epoch 7
Training loss: 0.6628
Valid acc: 0.8371
Training epoch 8
Training loss: 0.6387
Valid acc: 0.8503
Training epoch 9
Training loss: 0.6185
Valid acc: 0.8606
Training epoch 10
Training loss: 0.6012
Valid acc: 0.8636
Training epoch 11
Training loss: 0.5860
Valid acc: 0.8639
Training epoch 12
Training loss: 0.5726
Valid acc: 0.8674
Training epoch 13
Training loss: 0.5606
Valid acc: 0.8657
Training epoch 14
Training loss: 0.5497
Valid acc: 0.8728
Training epoch 15
Training loss: 0.5400
Valid acc: 0.8719

Final Test acc: 0.8280


Training epoch 1
Training loss: 1.1850
Valid acc: 0.4721
Training epoch 2
Training loss: 1.1724
Valid acc: 0.4721
Training epoch 3
Training loss: 1.1675
Valid acc: 0.4743
Training epoch 4
Training loss: 1.1635
Valid acc: 0.4930
Training epoch 5
Training loss: 1.1581
Valid acc: 0.5191
Training epoch 6
Training loss: 1.1499
Valid acc: 0.5592
Training epoch 7
Training loss: 1.1379
Valid acc: 0.6120
Training epoch 8
Training loss: 1.1205
Valid acc: 0.6671
Training epoch 9
Training loss: 1.0966
Valid acc: 0.7097
Training epoch 10
Training loss: 1.0704
Valid acc: 0.7298
Training epoch 11
Training loss: 1.0444
Valid acc: 0.7391
Training epoch 12
Training loss: 1.0199
Valid acc: 0.7394
Training epoch 13
Training loss: 0.9973
Valid acc: 0.7342
Training epoch 14
Training loss: 0.9762
Valid acc: 0.7630
Training epoch 15
Training loss: 0.9563
Valid acc: 0.7649

Final Test acc: 0.7505

Number of trainable parameters:  224892

# 2.2 -> 0.01

Training epoch 1
Training loss: 1.1420
Valid acc: 0.5856
Training epoch 2
Training loss: 1.0537
Valid acc: 0.6927
Training epoch 3
Training loss: 0.9798
Valid acc: 0.7374
Training epoch 4
Training loss: 0.9194
Valid acc: 0.7694
Training epoch 5
Training loss: 0.8689
Valid acc: 0.8033
Training epoch 6
Training loss: 0.8272
Valid acc: 0.8160
Training epoch 7
Training loss: 0.7925
Valid acc: 0.8222
Training epoch 8
Training loss: 0.7635
Valid acc: 0.8195
Training epoch 9
Training loss: 0.7389
Valid acc: 0.8190
Training epoch 10
Training loss: 0.7175
Valid acc: 0.8431
Training epoch 11
Training loss: 0.6990
Valid acc: 0.8394
Training epoch 12
Training loss: 0.6825
Valid acc: 0.8401
Training epoch 13
Training loss: 0.6678
Valid acc: 0.8353
Training epoch 14
Training loss: 0.6546
Valid acc: 0.8441
Training epoch 15
Training loss: 0.6426
Valid acc: 0.8550
Final Test acc: 0.7958