End of Epoch 15: Val Loss 3.3448, Perplexity 28.35

Checkpoint at step 32000 (Epoch 15)

Checkpoint at step 31500 (Epoch 15)

Checkpoint at step 31000 (Epoch 15)

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End of Epoch 14: Val Loss 3.3808, Perplexity 29.39

Checkpoint at step 30000 (Epoch 14)

Checkpoint at step 29500 (Epoch 14)

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End of Epoch 13: Val Loss 3.4341, Perplexity 31.00

Checkpoint at step 28000 (Epoch 13)

Checkpoint at step 27500 (Epoch 13)

Checkpoint at step 27000 (Epoch 13)

Checkpoint at step 26500 (Epoch 13)

End of Epoch 12: Val Loss 3.4847, Perplexity 32.61

Checkpoint at step 26000 (Epoch 12)

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End of Epoch 11: Val Loss 3.5560, Perplexity 35.02

Checkpoint at step 24000 (Epoch 11)

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End of Epoch 10: Val Loss 3.6623, Perplexity 38.95

Checkpoint at step 22000 (Epoch 10)

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End of Epoch 9: Val Loss 3.7965, Perplexity 44.54

Checkpoint at step 20000 (Epoch 9)

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End of Epoch 8: Val Loss 4.0045, Perplexity 54.85

Checkpoint at step 18000 (Epoch 8)

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End of Epoch 7: Val Loss 4.2663, Perplexity 71.26

Checkpoint at step 16000 (Epoch 7)

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End of Epoch 6: Val Loss 4.4012, Perplexity 81.55

Checkpoint at step 14000 (Epoch 6)

Checkpoint at step 13500 (Epoch 6)

Checkpoint at step 13000 (Epoch 6)

Checkpoint at step 12500 (Epoch 6)