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Steps: 1000	Loss: 109860.85938	PPL: 63.79848	bleu: 1.16087	LR: 0.00030000	*
Steps: 2000	Loss: 95330.92188	PPL: 36.82225	bleu: 2.88280	LR: 0.00030000	*
Steps: 3000	Loss: 86224.48438	PPL: 26.09207	bleu: 4.41620	LR: 0.00030000	*
Steps: 4000	Loss: 80323.14062	PPL: 20.87182	bleu: 5.56210	LR: 0.00030000	*
Steps: 5000	Loss: 75845.74219	PPL: 17.61996	bleu: 7.05899	LR: 0.00030000	*
Steps: 6000	Loss: 72087.57031	PPL: 15.28499	bleu: 8.73496	LR: 0.00030000	*
Steps: 7000	Loss: 68820.29688	PPL: 13.50797	bleu: 10.11460	LR: 0.00030000	*
Steps: 8000	Loss: 66377.24219	PPL: 12.31558	bleu: 11.49296	LR: 0.00030000	*
Steps: 9000	Loss: 64206.80469	PPL: 11.34485	bleu: 12.07445	LR: 0.00030000	*
Steps: 10000	Loss: 62063.46094	PPL: 10.46135	bleu: 12.97361	LR: 0.00030000	*
Steps: 11000	Loss: 60652.78906	PPL: 9.91775	bleu: 13.71834	LR: 0.00030000	*
Steps: 12000	Loss: 59153.05859	PPL: 9.37077	bleu: 14.68732	LR: 0.00030000	*
Steps: 13000	Loss: 58085.83984	PPL: 9.00000	bleu: 15.08894	LR: 0.00030000	*
Steps: 14000	Loss: 56943.12500	PPL: 8.61926	bleu: 15.92625	LR: 0.00030000	*
Steps: 15000	Loss: 55890.43359	PPL: 8.28278	bleu: 16.43676	LR: 0.00030000	*
Steps: 16000	Loss: 54738.51172	PPL: 7.92962	bleu: 17.31161	LR: 0.00030000	*
Steps: 17000	Loss: 54238.69922	PPL: 7.78111	bleu: 17.58451	LR: 0.00030000	*
Steps: 18000	Loss: 53437.94531	PPL: 7.54895	bleu: 18.23502	LR: 0.00030000	*
Steps: 19000	Loss: 52919.95703	PPL: 7.40247	bleu: 18.16734	LR: 0.00030000	*
Steps: 20000	Loss: 52087.83594	PPL: 7.17310	bleu: 18.97346	LR: 0.00030000	*
Steps: 21000	Loss: 51602.27344	PPL: 7.04255	bleu: 19.49282	LR: 0.00030000	*
Steps: 22000	Loss: 51046.27344	PPL: 6.89597	bleu: 20.18313	LR: 0.00030000	*
Steps: 23000	Loss: 50586.93750	PPL: 6.77719	bleu: 20.31719	LR: 0.00030000	*
Steps: 24000	Loss: 50214.29297	PPL: 6.68233	bleu: 20.12025	LR: 0.00030000	*
Steps: 25000	Loss: 49788.15234	PPL: 6.57547	bleu: 21.20197	LR: 0.00030000	*
Steps: 26000	Loss: 49435.96094	PPL: 6.48845	bleu: 20.61039	LR: 0.00030000	*
Steps: 27000	Loss: 49078.21875	PPL: 6.40124	bleu: 21.55727	LR: 0.00030000	*
Steps: 28000	Loss: 48415.01172	PPL: 6.24265	bleu: 22.01150	LR: 0.00030000	*
Steps: 29000	Loss: 48288.69922	PPL: 6.21289	bleu: 22.07347	LR: 0.00030000	*
Steps: 30000	Loss: 47960.46875	PPL: 6.13623	bleu: 22.14050	LR: 0.00030000	*
Steps: 31000	Loss: 47794.85547	PPL: 6.09791	bleu: 22.25916	LR: 0.00030000	*
Steps: 32000	Loss: 47344.05078	PPL: 5.99480	bleu: 22.56217	LR: 0.00030000	*
Steps: 33000	Loss: 47036.36719	PPL: 5.92544	bleu: 22.80059	LR: 0.00030000	*
Steps: 34000	Loss: 46815.85547	PPL: 5.87622	bleu: 22.91385	LR: 0.00030000	*
Steps: 35000	Loss: 46446.91406	PPL: 5.79478	bleu: 23.03060	LR: 0.00030000	*
Steps: 36000	Loss: 46170.69141	PPL: 5.73454	bleu: 23.28469	LR: 0.00030000	*
Steps: 37000	Loss: 46064.51172	PPL: 5.71156	bleu: 23.30764	LR: 0.00030000	*
Steps: 38000	Loss: 45972.44922	PPL: 5.69170	bleu: 23.45203	LR: 0.00030000	*
Steps: 39000	Loss: 45646.36719	PPL: 5.62193	bleu: 23.19590	LR: 0.00030000	*
Steps: 40000	Loss: 45530.07422	PPL: 5.59725	bleu: 23.83184	LR: 0.00030000	*
Steps: 41000	Loss: 45320.12891	PPL: 5.55297	bleu: 24.05443	LR: 0.00030000	*
Steps: 42000	Loss: 45291.03125	PPL: 5.54687	bleu: 23.95032	LR: 0.00030000	*
Steps: 43000	Loss: 45072.32422	PPL: 5.50117	bleu: 24.01709	LR: 0.00030000	*
Steps: 44000	Loss: 44780.23828	PPL: 5.44072	bleu: 24.07221	LR: 0.00030000	*
Steps: 45000	Loss: 44677.62109	PPL: 5.41964	bleu: 24.25126	LR: 0.00030000	*
Steps: 46000	Loss: 44496.13672	PPL: 5.38256	bleu: 24.59385	LR: 0.00030000	*
Steps: 47000	Loss: 44567.11719	PPL: 5.39703	bleu: 24.31773	LR: 0.00030000	
Steps: 48000	Loss: 44194.85156	PPL: 5.32157	bleu: 24.60332	LR: 0.00030000	*
Steps: 49000	Loss: 44017.55469	PPL: 5.28600	bleu: 24.87387	LR: 0.00030000	*
Steps: 50000	Loss: 43836.61328	PPL: 5.24994	bleu: 24.86829	LR: 0.00030000	*
Steps: 51000	Loss: 43881.33984	PPL: 5.25883	bleu: 24.98661	LR: 0.00030000	
Steps: 52000	Loss: 43733.86328	PPL: 5.22957	bleu: 24.51259	LR: 0.00030000	*
Steps: 53000	Loss: 43552.92578	PPL: 5.19390	bleu: 24.67414	LR: 0.00030000	*
Steps: 54000	Loss: 43563.52734	PPL: 5.19599	bleu: 24.76077	LR: 0.00030000	
Steps: 55000	Loss: 43322.52734	PPL: 5.14883	bleu: 25.24733	LR: 0.00030000	*
Steps: 56000	Loss: 43293.60156	PPL: 5.14320	bleu: 24.94730	LR: 0.00030000	*
Steps: 57000	Loss: 43352.19141	PPL: 5.15461	bleu: 25.27352	LR: 0.00030000	
Steps: 58000	Loss: 43042.32812	PPL: 5.09455	bleu: 25.23045	LR: 0.00030000	*
Steps: 59000	Loss: 43045.07031	PPL: 5.09508	bleu: 25.49793	LR: 0.00030000	
Steps: 60000	Loss: 42705.03516	PPL: 5.02996	bleu: 25.59941	LR: 0.00030000	*
Steps: 61000	Loss: 42700.70312	PPL: 5.02914	bleu: 25.75874	LR: 0.00030000	*
Steps: 62000	Loss: 42574.29297	PPL: 5.00515	bleu: 25.87328	LR: 0.00030000	*
Steps: 63000	Loss: 42475.92969	PPL: 4.98656	bleu: 25.95982	LR: 0.00030000	*
Steps: 64000	Loss: 42353.16406	PPL: 4.96345	bleu: 25.95557	LR: 0.00030000	*
Steps: 65000	Loss: 42330.46094	PPL: 4.95919	bleu: 25.53954	LR: 0.00030000	*
Steps: 66000	Loss: 42035.45703	PPL: 4.90416	bleu: 25.58189	LR: 0.00030000	*
Steps: 67000	Loss: 42130.27734	PPL: 4.92178	bleu: 25.84658	LR: 0.00030000	
Steps: 68000	Loss: 42154.22656	PPL: 4.92624	bleu: 26.37654	LR: 0.00030000	
Steps: 69000	Loss: 41889.39844	PPL: 4.87714	bleu: 26.27554	LR: 0.00030000	*
Steps: 70000	Loss: 41850.42578	PPL: 4.86996	bleu: 26.00508	LR: 0.00030000	*
Steps: 71000	Loss: 41709.23828	PPL: 4.84402	bleu: 26.03188	LR: 0.00030000	*
Steps: 72000	Loss: 41678.94922	PPL: 4.83847	bleu: 26.44786	LR: 0.00030000	*
Steps: 73000	Loss: 41674.26953	PPL: 4.83761	bleu: 26.30641	LR: 0.00030000	*
Steps: 74000	Loss: 41626.07812	PPL: 4.82880	bleu: 26.05812	LR: 0.00030000	*
Steps: 75000	Loss: 41343.68750	PPL: 4.77749	bleu: 26.66109	LR: 0.00030000	*
Steps: 76000	Loss: 41534.37109	PPL: 4.81208	bleu: 26.23050	LR: 0.00030000	
Steps: 77000	Loss: 41426.35938	PPL: 4.79246	bleu: 26.69887	LR: 0.00030000	
Steps: 78000	Loss: 41517.64453	PPL: 4.80904	bleu: 26.55968	LR: 0.00030000	
Steps: 79000	Loss: 41268.49219	PPL: 4.76392	bleu: 26.62992	LR: 0.00030000	*
Steps: 80000	Loss: 41280.38281	PPL: 4.76607	bleu: 26.96569	LR: 0.00030000	
Steps: 81000	Loss: 41320.26172	PPL: 4.77326	bleu: 26.44191	LR: 0.00030000	
Steps: 82000	Loss: 41146.32422	PPL: 4.74196	bleu: 26.93031	LR: 0.00030000	*
Steps: 83000	Loss: 41016.72656	PPL: 4.71877	bleu: 27.15384	LR: 0.00030000	*
Steps: 84000	Loss: 41055.05469	PPL: 4.72562	bleu: 26.80484	LR: 0.00030000	
Steps: 85000	Loss: 40960.78516	PPL: 4.70880	bleu: 27.22547	LR: 0.00030000	*
Steps: 86000	Loss: 40844.44531	PPL: 4.68812	bleu: 26.64659	LR: 0.00030000	*
Steps: 87000	Loss: 40887.74609	PPL: 4.69580	bleu: 27.03646	LR: 0.00030000	
Steps: 88000	Loss: 40820.63672	PPL: 4.68390	bleu: 26.74422	LR: 0.00030000	*
Steps: 89000	Loss: 40767.55859	PPL: 4.67450	bleu: 26.72004	LR: 0.00030000	*
Steps: 90000	Loss: 40813.35547	PPL: 4.68261	bleu: 26.72847	LR: 0.00030000	
Steps: 91000	Loss: 40692.90234	PPL: 4.66132	bleu: 26.49499	LR: 0.00030000	*
Steps: 92000	Loss: 40595.41016	PPL: 4.64416	bleu: 27.17610	LR: 0.00030000	*
Steps: 93000	Loss: 40498.67188	PPL: 4.62720	bleu: 26.91161	LR: 0.00030000	*
Steps: 94000	Loss: 40470.02344	PPL: 4.62219	bleu: 27.54934	LR: 0.00030000	*
Steps: 95000	Loss: 40204.17578	PPL: 4.57594	bleu: 27.26871	LR: 0.00030000	*
Steps: 96000	Loss: 40466.09766	PPL: 4.62150	bleu: 27.33716	LR: 0.00030000	
Steps: 97000	Loss: 40309.43750	PPL: 4.59419	bleu: 26.95324	LR: 0.00030000	
Steps: 98000	Loss: 40214.08594	PPL: 4.57765	bleu: 27.27039	LR: 0.00030000	
Steps: 99000	Loss: 40220.38281	PPL: 4.57874	bleu: 27.16213	LR: 0.00030000	
Steps: 100000	Loss: 40407.34766	PPL: 4.61124	bleu: 27.08808	LR: 0.00030000	
Steps: 101000	Loss: 40170.73828	PPL: 4.57015	bleu: 27.57661	LR: 0.00030000	*
Steps: 102000	Loss: 39969.62109	PPL: 4.53552	bleu: 27.26296	LR: 0.00030000	*
Steps: 103000	Loss: 39943.88672	PPL: 4.53110	bleu: 27.57128	LR: 0.00030000	*
Steps: 104000	Loss: 39999.43750	PPL: 4.54063	bleu: 27.73437	LR: 0.00030000	
Steps: 105000	Loss: 39984.07422	PPL: 4.53800	bleu: 27.80008	LR: 0.00030000	
Steps: 106000	Loss: 39857.99609	PPL: 4.51641	bleu: 27.58880	LR: 0.00030000	*
Steps: 107000	Loss: 39776.58594	PPL: 4.50252	bleu: 27.44173	LR: 0.00030000	*
Steps: 108000	Loss: 39722.57812	PPL: 4.49333	bleu: 27.54758	LR: 0.00030000	*
Steps: 109000	Loss: 39863.85938	PPL: 4.51741	bleu: 27.89135	LR: 0.00030000	
Steps: 110000	Loss: 39727.18359	PPL: 4.49411	bleu: 27.57073	LR: 0.00030000	
Steps: 111000	Loss: 39679.64453	PPL: 4.48604	bleu: 27.83125	LR: 0.00030000	*
Steps: 112000	Loss: 39545.80859	PPL: 4.46338	bleu: 27.84191	LR: 0.00030000	*
Steps: 113000	Loss: 39665.88281	PPL: 4.48370	bleu: 27.85594	LR: 0.00030000	
Steps: 114000	Loss: 39423.54688	PPL: 4.44279	bleu: 27.95347	LR: 0.00030000	*
Steps: 115000	Loss: 39439.51172	PPL: 4.44547	bleu: 27.93730	LR: 0.00030000	
Steps: 116000	Loss: 39461.19922	PPL: 4.44912	bleu: 28.23924	LR: 0.00030000	
Steps: 117000	Loss: 39426.83203	PPL: 4.44334	bleu: 28.55447	LR: 0.00030000	
Steps: 118000	Loss: 39500.12500	PPL: 4.45568	bleu: 28.08246	LR: 0.00030000	
Steps: 119000	Loss: 39432.98438	PPL: 4.44438	bleu: 28.03362	LR: 0.00030000	
Steps: 120000	Loss: 39235.50391	PPL: 4.41130	bleu: 27.92296	LR: 0.00030000	*
Steps: 121000	Loss: 39249.70312	PPL: 4.41367	bleu: 28.12895	LR: 0.00030000	
Steps: 122000	Loss: 39545.42188	PPL: 4.46332	bleu: 27.44171	LR: 0.00030000	
Steps: 123000	Loss: 39366.34375	PPL: 4.43319	bleu: 28.38928	LR: 0.00030000	
Steps: 124000	Loss: 39260.67969	PPL: 4.41550	bleu: 27.85191	LR: 0.00030000	
Steps: 125000	Loss: 39296.58984	PPL: 4.42150	bleu: 28.25766	LR: 0.00030000	
Steps: 126000	Loss: 39071.32422	PPL: 4.38399	bleu: 27.99353	LR: 0.00030000	*
Steps: 127000	Loss: 39090.17578	PPL: 4.38712	bleu: 28.13892	LR: 0.00030000	
Steps: 128000	Loss: 39310.87109	PPL: 4.42389	bleu: 28.28530	LR: 0.00030000	
Steps: 129000	Loss: 39037.03516	PPL: 4.37831	bleu: 28.17923	LR: 0.00030000	*
Steps: 130000	Loss: 39034.68750	PPL: 4.37792	bleu: 27.83480	LR: 0.00030000	*
Steps: 131000	Loss: 38922.85938	PPL: 4.35944	bleu: 28.11597	LR: 0.00030000	*
Steps: 132000	Loss: 39091.46094	PPL: 4.38733	bleu: 28.38958	LR: 0.00030000	
Steps: 133000	Loss: 38773.98828	PPL: 4.33496	bleu: 28.55294	LR: 0.00030000	*
Steps: 134000	Loss: 38901.68750	PPL: 4.35595	bleu: 28.31536	LR: 0.00030000	
Steps: 135000	Loss: 39047.96484	PPL: 4.38012	bleu: 28.17555	LR: 0.00030000	
Steps: 136000	Loss: 38899.51172	PPL: 4.35559	bleu: 28.25831	LR: 0.00030000	
Steps: 137000	Loss: 38947.98047	PPL: 4.36358	bleu: 28.54352	LR: 0.00030000	
Steps: 138000	Loss: 39057.56250	PPL: 4.38171	bleu: 28.54284	LR: 0.00030000	
Steps: 139000	Loss: 38880.68359	PPL: 4.35249	bleu: 28.47631	LR: 0.00021000	
Steps: 140000	Loss: 38595.65234	PPL: 4.30581	bleu: 28.64533	LR: 0.00021000	*
Steps: 141000	Loss: 38571.00781	PPL: 4.30180	bleu: 29.08379	LR: 0.00021000	*
Steps: 142000	Loss: 38395.87109	PPL: 4.27339	bleu: 28.59285	LR: 0.00021000	*
Steps: 143000	Loss: 38399.62891	PPL: 4.27400	bleu: 28.56664	LR: 0.00021000	
Steps: 144000	Loss: 38419.46484	PPL: 4.27721	bleu: 28.42608	LR: 0.00021000	
Steps: 145000	Loss: 38447.74609	PPL: 4.28179	bleu: 28.98545	LR: 0.00021000	
Steps: 146000	Loss: 38309.48047	PPL: 4.25945	bleu: 28.65318	LR: 0.00021000	*
Steps: 147000	Loss: 38190.56250	PPL: 4.24033	bleu: 28.92299	LR: 0.00021000	*
Steps: 148000	Loss: 38353.00000	PPL: 4.26647	bleu: 28.80297	LR: 0.00021000	
Steps: 149000	Loss: 38206.91406	PPL: 4.24296	bleu: 28.83223	LR: 0.00021000	
Steps: 150000	Loss: 38072.38281	PPL: 4.22142	bleu: 28.74643	LR: 0.00021000	*
Steps: 151000	Loss: 38127.95703	PPL: 4.23031	bleu: 28.96503	LR: 0.00021000