Training:
Epoch 0/29
----------
train Loss: 2.1249
Real Acc: 16.8833%
val Loss: 2.0127
Real Acc: 21.0000%

Epoch 1/29
----------
train Loss: 1.6835
Real Acc: 34.7667%
val Loss: 2.7669
Real Acc: 27.5000%

Epoch 2/29
----------
train Loss: 1.2723
Real Acc: 50.5167%
val Loss: 1.6311
Real Acc: 37.0000%

Epoch 3/29
----------
train Loss: 0.9161
Real Acc: 65.1333%
val Loss: 2.5178
Real Acc: 31.5500%

Epoch 4/29
----------
train Loss: 0.6188
Real Acc: 77.0667%
val Loss: 1.5984
Real Acc: 49.0500%

Epoch 5/29
----------
train Loss: 0.4192
Real Acc: 85.2167%
val Loss: 2.5433
Real Acc: 42.8500%

Epoch 6/29
----------
train Loss: 0.2939
Real Acc: 90.1333%
val Loss: 2.3349
Real Acc: 42.7500%

Epoch 7/29
----------
train Loss: 0.2137
Real Acc: 93.0000%
val Loss: 2.1557
Real Acc: 46.8500%

Epoch 8/29
----------
train Loss: 0.1760
Real Acc: 94.1667%
val Loss: 2.2675
Real Acc: 47.8500%

Epoch 9/29
----------
train Loss: 0.1623
Real Acc: 94.5333%
val Loss: 1.9799
Real Acc: 50.0000%

Epoch 10/29
----------
train Loss: 0.0601
Real Acc: 98.4333%
val Loss: 1.4235
Real Acc: 57.0500%

Epoch 11/29
----------
train Loss: 0.0214
Real Acc: 99.6667%
val Loss: 1.3940
Real Acc: 58.1500%

Epoch 12/29
----------
train Loss: 0.0126
Real Acc: 99.8833%
val Loss: 1.4493
Real Acc: 57.4500%

Epoch 13/29
----------
train Loss: 0.0101
Real Acc: 99.9000%
val Loss: 1.4729
Real Acc: 56.4500%

Epoch 14/29
----------
train Loss: 0.0068
Real Acc: 99.9500%
val Loss: 1.4654
Real Acc: 58.0000%

Epoch 15/29
----------
train Loss: 0.0071
Real Acc: 99.9500%
val Loss: 1.6164
Real Acc: 56.5500%

Epoch 16/29
----------
train Loss: 0.0085
Real Acc: 99.8667%
val Loss: 1.5953
Real Acc: 56.5000%

Epoch 17/29
----------
train Loss: 0.0092
Real Acc: 99.8667%
val Loss: 1.6140
Real Acc: 57.0500%

Epoch 18/29
----------
train Loss: 0.0052
Real Acc: 99.9667%
val Loss: 1.5733
Real Acc: 56.8500%

Epoch 19/29
----------
train Loss: 0.0102
Real Acc: 99.7833%
val Loss: 1.7311
Real Acc: 55.4500%

Epoch 20/29
----------
train Loss: 0.0081
Real Acc: 99.8500%
val Loss: 1.6106
Real Acc: 56.7000%

Epoch 21/29
----------
train Loss: 0.0057
Real Acc: 99.9167%
val Loss: 1.6117
Real Acc: 56.9000%

Epoch 22/29
----------
train Loss: 0.0042
Real Acc: 99.9667%
val Loss: 1.6303
Real Acc: 58.1000%

Epoch 23/29
----------
train Loss: 0.0027
Real Acc: 100.0000%
val Loss: 1.5777
Real Acc: 58.4500%

Epoch 24/29
----------
train Loss: 0.0021
Real Acc: 100.0000%
val Loss: 1.6002
Real Acc: 58.6500%

Epoch 25/29
----------
train Loss: 0.0016
Real Acc: 100.0000%
val Loss: 1.5988
Real Acc: 58.8000%

Epoch 26/29
----------
train Loss: 0.0028
Real Acc: 99.9167%
val Loss: 1.6565
Real Acc: 58.1000%

Epoch 27/29
----------
train Loss: 0.0031
Real Acc: 99.9833%
val Loss: 1.6585
Real Acc: 58.2000%

Epoch 28/29
----------
train Loss: 0.0018
Real Acc: 100.0000%
val Loss: 1.6374
Real Acc: 58.6500%

Epoch 29/29
----------
train Loss: 0.0018
Real Acc: 100.0000%
val Loss: 1.6480
Real Acc: 59.1500%

Training complete in 177m 11s
Best val Acc: 59.150000
[21.0, 27.500000000000004, 37.0, 31.55, 49.05, 42.85, 42.75, 46.85, 47.85, 50.0, 57.05, 58.15, 57.45, 56.45, 57.99999999999999, 56.55, 56.50000000000001, 57.05, 56.85, 55.45, 56.7, 56.900000000000006, 58.099999999999994, 58.45, 58.650000000000006, 58.8, 58.099999999999994, 58.199999999999996, 58.650000000000006, 59.150000000000006]

test: 58.3%