Epoch 1: train=0.0011 val=0.0003 [1.8min]
Epoch 2: train=0.0002 val=0.0002 [3.4min]
Epoch 3: train=0.0001 val=0.0001 [5.2min]
Epoch 4: train=0.0001 val=0.0001 [6.9min]
Epoch 5: train=0.0016 val=0.0009 [8.6min]
Epoch 6: train=0.0007 val=0.0006 [10.2min]
Epoch 7: train=0.0003 val=0.0003 [11.9min]
Epoch 8: train=0.0002 val=0.0002 [13.6min]
Epoch 9: train=0.0002 val=0.0002 [15.2min]
Epoch 10: train=0.0001 val=0.0002 [17.0min]
Epoch 11: train=0.0001 val=0.0002 [18.7min]
Epoch 12: train=0.0001 val=0.0002 [20.2min]

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Training complete. Best val loss: 0.0001
Checkpoint: checkpoints/act_pretrain_circle_v2/best.pth
==================================================