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Namespace(bptt=2000, gpus='3', lambdas=0.1279, save='standard_lstm_lm_200', theta=0.662, user_model=False, window=2000)
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Batch 2000/245569, ppl 92.375913
Batch 4000/245569, ppl 87.094212
Batch 6000/245569, ppl 90.441505
Batch 8000/245569, ppl 73.493617
Batch 10000/245569, ppl 67.554201
Batch 12000/245569, ppl 60.506612
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Batch 16000/245569, ppl 62.743068
Batch 18000/245569, ppl 65.280337
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Batch 42000/245569, ppl 72.353770
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Batch 162000/245569, ppl 71.375827
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Batch 166000/245569, ppl 71.793503
Batch 168000/245569, ppl 72.205269
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Batch 172000/245569, ppl 72.624197
Batch 174000/245569, ppl 72.892358
Batch 176000/245569, ppl 73.062722
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Batch 220000/245569, ppl 72.239973
Batch 222000/245569, ppl 72.258296
Batch 224000/245569, ppl 72.423759
Batch 226000/245569, ppl 72.541564
Batch 228000/245569, ppl 72.768783
Batch 230000/245569, ppl 72.740053
Batch 232000/245569, ppl 72.464858
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Batch 236000/245569, ppl 72.606278
Batch 238000/245569, ppl 72.987517
Batch 240000/245569, ppl 73.039564
Batch 242000/245569, ppl 73.266677
Batch 244000/245569, ppl 73.617043
Best validation loss 4.35, val ppl 77.51
Best test loss 4.30, test ppl 73.74
Total time cost 1280.90s
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