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End of Epoch 20: Val Loss 3.6668, Perplexity 39.13
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Checkpoint at step 60500 (Epoch 20)
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Checkpoint at step 60000 (Epoch 20)
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End of Epoch 19: Val Loss 3.6484, Perplexity 38.41
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Checkpoint at step 59500 (Epoch 19)
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Checkpoint at step 59000 (Epoch 19)
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End of Epoch 18: Val Loss 3.4190, Perplexity 30.54
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Checkpoint at step 58500 (Epoch 18)
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Checkpoint at step 58000 (Epoch 18)
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Checkpoint at step 57500 (Epoch 18)
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Checkpoint at step 57000 (Epoch 18)
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Checkpoint at step 56500 (Epoch 18)
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Checkpoint at step 56000 (Epoch 18)
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End of Epoch 17: Val Loss 3.4349, Perplexity 31.03
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Checkpoint at step 55500 (Epoch 17)
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Checkpoint at step 55000 (Epoch 17)
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Checkpoint at step 54500 (Epoch 17)
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Checkpoint at step 54000 (Epoch 17)
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Checkpoint at step 53500 (Epoch 17)
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Checkpoint at step 53000 (Epoch 17)
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Checkpoint at step 52500 (Epoch 17)
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End of Epoch 16: Val Loss 3.5083, Perplexity 33.39
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Checkpoint at step 52000 (Epoch 16)
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Checkpoint at step 51500 (Epoch 16)
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Checkpoint at step 51000 (Epoch 16)
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Checkpoint at step 50500 (Epoch 16)
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Checkpoint at step 50000 (Epoch 16)
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Checkpoint at step 49500 (Epoch 16)
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End of Epoch 15: Val Loss 3.6605, Perplexity 38.88
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Checkpoint at step 49000 (Epoch 15)
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Checkpoint at step 48500 (Epoch 15)
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Checkpoint at step 48000 (Epoch 15)
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Checkpoint at step 47500 (Epoch 15)
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Checkpoint at step 47000 (Epoch 15)
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Checkpoint at step 46500 (Epoch 15)
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Checkpoint at step 46000 (Epoch 15)
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End of Epoch 14: Val Loss 3.8688, Perplexity 47.89
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Checkpoint at step 45500 (Epoch 14)
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Checkpoint at step 45000 (Epoch 14)
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Checkpoint at step 44500 (Epoch 14)
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Checkpoint at step 44000 (Epoch 14)
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Checkpoint at step 43500 (Epoch 14)
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Checkpoint at step 43000 (Epoch 14)
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End of Epoch 13: Val Loss 3.6871, Perplexity 39.93
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Checkpoint at step 42500 (Epoch 13)
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Checkpoint at step 42000 (Epoch 13)
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Checkpoint at step 41500 (Epoch 13)
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Checkpoint at step 41000 (Epoch 13)
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Checkpoint at step 40500 (Epoch 13)
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Checkpoint at step 40000 (Epoch 13)
