Checkpoint at step 18000 (Epoch 6)

Checkpoint at step 17500 (Epoch 6)

Checkpoint at step 17000 (Epoch 6)

End of Epoch 5: Val Loss 3.8091, Perplexity 45.11

Checkpoint at step 16500 (Epoch 5)

Checkpoint at step 16000 (Epoch 5)

Checkpoint at step 15500 (Epoch 5)

Checkpoint at step 15000 (Epoch 5)

Checkpoint at step 14500 (Epoch 5)

Checkpoint at step 14000 (Epoch 5)

Checkpoint at step 13500 (Epoch 4)

Checkpoint at step 13000 (Epoch 4)

End of Epoch 3: Val Loss 3.8379, Perplexity 46.43

Checkpoint at step 12500 (Epoch 3)

Checkpoint at step 12000 (Epoch 3)

Checkpoint at step 11500 (Epoch 3)

Checkpoint at step 11000 (Epoch 3)

Checkpoint at step 10500 (Epoch 3)

Checkpoint at step 10000 (Epoch 3)

End of Epoch 2: Val Loss 3.9146, Perplexity 50.13

Checkpoint at step 9500 (Epoch 2)

Checkpoint at step 9000 (Epoch 2)

Checkpoint at step 8500 (Epoch 2)

Checkpoint at step 8000 (Epoch 2)

Checkpoint at step 7500 (Epoch 2)

Checkpoint at step 7000 (Epoch 2)

Checkpoint at step 6500 (Epoch 2)

End of Epoch 1: Val Loss 4.0997, Perplexity 60.32

Checkpoint at step 6000 (Epoch 1)

Checkpoint at step 5500 (Epoch 1)

Checkpoint at step 5000 (Epoch 1)

Checkpoint at step 4500 (Epoch 1)

Checkpoint at step 4000 (Epoch 1)

Checkpoint at step 3500 (Epoch 1)

End of Epoch 0: Val Loss 4.5187, Perplexity 91.72

Checkpoint at step 3000 (Epoch 0)

Checkpoint at step 2500 (Epoch 0)

Checkpoint at step 2000 (Epoch 0)

Checkpoint at step 1500 (Epoch 0)

Checkpoint at step 1000 (Epoch 0)

Checkpoint at step 500 (Epoch 0)

Checkpoint at step 500 (Epoch 0)