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Steps: 364800 Loss: 58637.08203 PPL: 8.02098 bleu: 12.35948 LR: 0.00030000 * Steps: 425600 Loss: 57791.82812 PPL: 7.78383 bleu: 12.04040 LR: 0.00030000 * Steps: 486400 Loss: 56922.39844 PPL: 7.54720 bleu: 12.62519 LR: 0.00030000 * Steps: 547200 Loss: 56194.96875 PPL: 7.35476 bleu: 13.14656 LR: 0.00030000 * Steps: 608000 Loss: 55519.81250 PPL: 7.18054 bleu: 13.45213 LR: 0.00030000 * Steps: 668800 Loss: 55189.95703 PPL: 7.09693 bleu: 13.42099 LR: 0.00030000 * Steps: 729600 Loss: 54744.81641 PPL: 6.98564 bleu: 13.93490 LR: 0.00030000 * Steps: 790400 Loss: 54561.55469 PPL: 6.94033 bleu: 14.00730 LR: 0.00030000 * Steps: 851200 Loss: 54034.48438 PPL: 6.81165 bleu: 13.46862 LR: 0.00030000 * Steps: 912000 Loss: 53710.49219 PPL: 6.73373 bleu: 14.14789 LR: 0.00030000 * dev and test results 2020-02-10 11:03:36,380 dev bleu: 15.45 [Beam search decoding with beam size = 5 and alpha = 1.0] 2020-02-10 11:07:02,304 test bleu: 9.28 [Beam search decoding with beam size = 5 and alpha = 1.0] |