Epoch: 1,	Loss: 9.617764472961426
Epoch: 1,	Average Loss: 3.0039029103268233,	Time taken: 195.60553646087646 seconds
Epoch: 2,	Loss: 2.9198241233825684
Epoch: 2,	Average Loss: 2.9797137318455222,	Time taken: 193.91296911239624 seconds
Epoch: 3,	Loss: 3.0064358711242676
Epoch: 3,	Average Loss: 3.014160063783479,	Time taken: 193.56131768226624 seconds
Epoch: 4,	Loss: 3.000699758529663
Epoch: 4,	Average Loss: 3.0100996856907023,	Time taken: 193.549467086792 seconds
Epoch: 5,	Loss: 2.9968342781066895
Epoch: 5,	Average Loss: 3.0065698397023595,	Time taken: 193.3638951778412 seconds
Epoch: 6,	Loss: 2.992253541946411
Epoch: 6,	Average Loss: 3.0041961987208956,	Time taken: 193.57362818717957 seconds
Epoch: 7,	Loss: 2.991156578063965
Epoch: 7,	Average Loss: 3.002006513537563,	Time taken: 193.72658157348633 seconds
Epoch: 8,	Loss: 2.9864041805267334
Epoch: 8,	Average Loss: 3.0001369537962708,	Time taken: 193.6524374485016 seconds
Epoch: 9,	Loss: 2.9868059158325195
Epoch: 9,	Average Loss: 2.9985454934631464,	Time taken: 193.50450468063354 seconds
Epoch: 10,	Loss: 2.984065532684326
Epoch: 10,	Average Loss: 2.9974492729390074,	Time taken: 193.32794904708862 seconds
Epoch: 11,	Loss: 2.9837613105773926
Epoch: 11,	Average Loss: 2.995946349299906,	Time taken: 193.60232543945312 seconds
Epoch: 12,	Loss: 2.9833667278289795
Epoch: 12,	Average Loss: 2.9971355394718766,	Time taken: 193.62919926643372 seconds
Epoch: 13,	Loss: 2.987473964691162
Epoch: 13,	Average Loss: 2.996878071882879,	Time taken: 193.60657048225403 seconds
Epoch: 14,	Loss: 2.9842495918273926
Epoch: 14,	Average Loss: 2.9957430815968675,	Time taken: 193.3390564918518 seconds
Epoch: 15,	Loss: 2.9847683906555176
Epoch: 15,	Average Loss: 2.9948963819801127,	Time taken: 193.5359869003296 seconds
Epoch: 16,	Loss: 2.9828381538391113
Epoch: 16,	Average Loss: 2.9939059912025248,	Time taken: 193.3268723487854 seconds
Epoch: 17,	Loss: 2.9821102619171143
Epoch: 17,	Average Loss: 2.992676423076441,	Time taken: 193.5846734046936 seconds
Epoch: 18,	Loss: 2.9810068607330322
Epoch: 18,	Average Loss: 2.991932102935849,	Time taken: 193.60944199562073 seconds
Epoch: 19,	Loss: 2.977292060852051
Epoch: 19,	Average Loss: 2.991865844327687,	Time taken: 193.54439306259155 seconds
Epoch: 20,	Loss: 2.979809045791626
Epoch: 20,	Average Loss: 2.9925757098107284,	Time taken: 193.23078966140747 seconds
Epoch: 21,	Loss: 2.981543779373169
Epoch: 21,	Average Loss: 2.9931607640741444,	Time taken: 193.53155255317688 seconds
Epoch: 22,	Loss: 2.9821863174438477
Epoch: 22,	Average Loss: 2.995480044259771,	Time taken: 193.4616231918335 seconds
Epoch: 23,	Loss: 2.9841973781585693
Epoch: 23,	Average Loss: 2.9958824513076374,	Time taken: 193.46431827545166 seconds
Epoch: 24,	Loss: 2.985623359680176
Epoch: 24,	Average Loss: 2.9959228686960024,	Time taken: 193.59905552864075 seconds
Epoch: 25,	Loss: 2.982465982437134
Epoch: 25,	Average Loss: 2.995445267329198,	Time taken: 193.53947949409485 seconds
Epoch: 26,	Loss: 2.983081817626953
Epoch: 26,	Average Loss: 2.994824835102821,	Time taken: 193.32705187797546 seconds
Epoch: 27,	Loss: 2.9857006072998047
Epoch: 27,	Average Loss: 2.995110283786353,	Time taken: 193.21843910217285 seconds
Epoch: 28,	Loss: 2.984422445297241
Epoch: 28,	Average Loss: 2.993973940950836,	Time taken: 193.3905749320984 seconds
Epoch: 29,	Loss: 2.9837586879730225
Epoch: 29,	Average Loss: 2.9943276403521404,	Time taken: 193.6282253265381 seconds
Epoch: 30,	Loss: 2.9828732013702393
Epoch: 30,	Average Loss: 2.9937497386460974,	Time taken: 193.51335787773132 seconds
Epoch: 31,	Loss: 2.981072425842285
Epoch: 31,	Average Loss: 2.9941296654509046,	Time taken: 193.45387959480286 seconds
Epoch: 32,	Loss: 2.985319137573242
Epoch: 32,	Average Loss: 2.994949635444032,	Time taken: 193.44161939620972 seconds
Epoch: 33,	Loss: 2.986128091812134
Epoch: 33,	Average Loss: 2.9949724828335724,	Time taken: 193.31498908996582 seconds
Epoch: 34,	Loss: 2.984696626663208
Epoch: 34,	Average Loss: 2.9943200309013687,	Time taken: 193.67690873146057 seconds
Epoch: 35,	Loss: 2.9819698333740234
Epoch: 35,	Average Loss: 2.993513606800326,	Time taken: 193.48039937019348 seconds
Epoch: 36,	Loss: 2.983330011367798
Epoch: 36,	Average Loss: 2.993354977310384,	Time taken: 193.4256317615509 seconds
Epoch: 37,	Loss: 2.9838764667510986
Epoch: 37,	Average Loss: 2.993002666266699,	Time taken: 193.4955859184265 seconds
Epoch: 38,	Loss: 2.9840502738952637
Epoch: 38,	Average Loss: 2.992877998279528,	Time taken: 193.44639611244202 seconds
Epoch: 39,	Loss: 2.9808597564697266
Epoch: 39,	Average Loss: 2.992662064022891,	Time taken: 193.3463671207428 seconds
Epoch: 40,	Loss: 2.9818859100341797
Epoch: 40,	Average Loss: 2.9930727626887563,	Time taken: 193.377534866333 seconds
Epoch: 41,	Loss: 2.9822394847869873
Epoch: 41,	Average Loss: 2.992716200904701,	Time taken: 193.36183786392212 seconds
Epoch: 42,	Loss: 2.979738473892212
Epoch: 42,	Average Loss: 2.992458241973993,	Time taken: 193.3946521282196 seconds
Epoch: 43,	Loss: 2.983656883239746
Epoch: 43,	Average Loss: 2.9924198778863187,	Time taken: 193.41119718551636 seconds
Epoch: 44,	Loss: 2.9810194969177246
Epoch: 44,	Average Loss: 2.992012851138532,	Time taken: 193.48561239242554 seconds
Epoch: 45,	Loss: 2.981856346130371
Epoch: 45,	Average Loss: 2.9920451577625347,	Time taken: 193.3413257598877 seconds
Epoch: 46,	Loss: 2.981053113937378
Epoch: 46,	Average Loss: 2.991970197329503,	Time taken: 193.3578770160675 seconds
Epoch: 47,	Loss: 2.98148250579834
Epoch: 47,	Average Loss: 2.991811396051269,	Time taken: 193.40229034423828 seconds
Epoch: 48,	Loss: 2.9802849292755127
Epoch: 48,	Average Loss: 2.991587812003074,	Time taken: 193.4619586467743 seconds
Epoch: 49,	Loss: 2.979045867919922
Epoch: 49,	Average Loss: 2.9912250554153674,	Time taken: 193.42721271514893 seconds
Epoch: 50,	Loss: 2.9817054271698
Epoch: 50,	Average Loss: 2.991868676794799,	Time taken: 193.54106187820435 seconds
Epoch: 1,	Loss: 2.979710340499878
Epoch: 1,	Average Train Loss: 2.991151884934748,	Average Valid Loss: 3.0762406226360435,	Time taken: 208.06829071044922 seconds
Epoch: 2,	Loss: 2.9820971488952637
Epoch: 2,	Average Train Loss: 2.9907826624895684,	Average Valid Loss: 3.0767184857166177,	Time taken: 207.85692715644836 seconds
Epoch: 3,	Loss: 2.9808969497680664
Epoch: 3,	Average Train Loss: 2.9918586119952764,	Average Valid Loss: 3.0744283163186275,	Time taken: 208.09959745407104 seconds
Epoch: 4,	Loss: 2.9807748794555664
Epoch: 4,	Average Train Loss: 2.990985276581217,	Average Valid Loss: 3.0733459429307417,	Time taken: 208.00765013694763 seconds
Epoch: 5,	Loss: 2.979246139526367
Epoch: 5,	Average Train Loss: 2.99133250649891,	Average Valid Loss: 3.074688546585314,	Time taken: 207.91592240333557 seconds
Epoch: 6,	Loss: 2.9803667068481445
Epoch: 6,	Average Train Loss: 2.990444943025538,	Average Valid Loss: 3.0740199558662646,	Time taken: 207.72721815109253 seconds
Epoch: 7,	Loss: 2.9805209636688232
Epoch: 7,	Average Train Loss: 2.9914011329752412,	Average Valid Loss: 3.074385892261158,	Time taken: 207.76932740211487 seconds
Epoch: 8,	Loss: 2.980321168899536
Epoch: 8,	Average Train Loss: 2.9910341623618124,	Average Valid Loss: 3.07376985838919,	Time taken: 207.61048412322998 seconds
Epoch: 9,	Loss: 2.9799351692199707
Epoch: 9,	Average Train Loss: 2.990707956792737,	Average Valid Loss: 3.072572708129883,	Time taken: 207.68397331237793 seconds
Epoch: 10,	Loss: 2.978492021560669
Epoch: 10,	Average Train Loss: 2.991017993865358,	Average Valid Loss: 3.07213805661057,	Time taken: 207.79078793525696 seconds
Epoch: 11,	Loss: 2.980121612548828
Epoch: 11,	Average Train Loss: 2.991171672317012,	Average Valid Loss: 3.076770041928147,	Time taken: 207.74473905563354 seconds
Epoch: 12,	Loss: 2.9790549278259277
Epoch: 12,	Average Train Loss: 2.9905526860131966,	Average Valid Loss: 3.068848617149122,	Time taken: 207.71201467514038 seconds
Epoch: 13,	Loss: 2.9798107147216797
Epoch: 13,	Average Train Loss: 2.9910467962801683,	Average Valid Loss: 3.0726895368460454,	Time taken: 207.49181985855103 seconds
Epoch: 14,	Loss: 2.9792821407318115
Epoch: 14,	Average Train Loss: 2.9908207781867837,	Average Valid Loss: 3.0752536744782417,	Time taken: 207.68910670280457 seconds
Epoch: 15,	Loss: 2.9789509773254395
Epoch: 15,	Average Train Loss: 2.9901857811235204,	Average Valid Loss: 3.0677437818411626,	Time taken: 207.6682984828949 seconds
Epoch: 16,	Loss: 2.9798362255096436
Epoch: 16,	Average Train Loss: 2.9905814149987107,	Average Valid Loss: 3.071896274884542,	Time taken: 207.67578196525574 seconds
Epoch: 17,	Loss: 2.977703094482422
Epoch: 17,	Average Train Loss: 2.989672209373445,	Average Valid Loss: 3.067909294908697,	Time taken: 207.86834478378296 seconds
Epoch: 18,	Loss: 2.9801042079925537
Epoch: 18,	Average Train Loss: 2.9901050360937083,	Average Valid Loss: 3.067521586562648,	Time taken: 207.428076505661 seconds
Epoch: 19,	Loss: 2.979562759399414
Epoch: 19,	Average Train Loss: 2.9905448780313644,	Average Valid Loss: 3.070262554920081,	Time taken: 207.54421138763428 seconds
Epoch: 20,	Loss: 2.9794013500213623
Epoch: 20,	Average Train Loss: 2.9894491615404193,	Average Valid Loss: 3.066652619477474,	Time taken: 207.551922082901 seconds
Epoch: 21,	Loss: 2.9792470932006836
Epoch: 21,	Average Train Loss: 2.9899549511448966,	Average Valid Loss: 3.069502425916267,	Time taken: 207.48114562034607 seconds
Epoch: 22,	Loss: 2.977360725402832
Epoch: 22,	Average Train Loss: 2.988909675141251,	Average Valid Loss: 3.06681422031287,	Time taken: 207.47799634933472 seconds
Epoch: 23,	Loss: 2.9787843227386475
Epoch: 23,	Average Train Loss: 2.990356786622747,	Average Valid Loss: 3.0655547597191553,	Time taken: 207.57381081581116 seconds
Epoch: 24,	Loss: 2.9772496223449707
Epoch: 24,	Average Train Loss: 2.988742279009221,	Average Valid Loss: 3.0664223324168813,	Time taken: 207.77743554115295 seconds
Epoch: 25,	Loss: 2.9756100177764893
Epoch: 25,	Average Train Loss: 2.9890713288303563,	Average Valid Loss: 3.0636922121047974,	Time taken: 207.27077555656433 seconds
Epoch: 26,	Loss: 2.975226402282715
Epoch: 26,	Average Train Loss: 2.989397342214113,	Average Valid Loss: 3.065793084375786,	Time taken: 207.680823802948 seconds
Epoch: 27,	Loss: 2.97660231590271
Epoch: 27,	Average Train Loss: 2.9883820879142093,	Average Valid Loss: 3.0631122661359385,	Time taken: 207.2124423980713 seconds
Epoch: 28,	Loss: 2.9758903980255127
Epoch: 28,	Average Train Loss: 2.9896090570058207,	Average Valid Loss: 3.062044241211631,	Time taken: 207.6168918609619 seconds
Epoch: 29,	Loss: 2.9782965183258057
Epoch: 29,	Average Train Loss: 2.9892346238002125,	Average Valid Loss: 3.0614967454563486,	Time taken: 207.5276288986206 seconds
Epoch: 30,	Loss: 2.9774832725524902
Epoch: 30,	Average Train Loss: 2.988594520227991,	Average Valid Loss: 3.0613464406042388,	Time taken: 207.61299419403076 seconds
Epoch: 31,	Loss: 2.976794481277466
Epoch: 31,	Average Train Loss: 2.989149521512224,	Average Valid Loss: 3.0623099514932344,	Time taken: 207.6855914592743 seconds
Epoch: 32,	Loss: 2.976628541946411
Epoch: 32,	Average Train Loss: 2.989254204039338,	Average Valid Loss: 3.0617762370543047,	Time taken: 207.3964822292328 seconds
Epoch: 33,	Loss: 2.976574420928955
Epoch: 33,	Average Train Loss: 2.989747283576559,	Average Valid Loss: 3.0595239581483784,	Time taken: 207.55733108520508 seconds
Epoch: 34,	Loss: 2.976376533508301
Epoch: 34,	Average Train Loss: 2.9890855215348218,	Average Valid Loss: 3.0608775904684355,	Time taken: 207.72310829162598 seconds
Epoch: 35,	Loss: 2.977262258529663
Epoch: 35,	Average Train Loss: 2.9890499269101105,	Average Valid Loss: 3.0605939482197617,	Time taken: 207.55753636360168 seconds
Epoch: 36,	Loss: 2.978090763092041
Epoch: 36,	Average Train Loss: 2.989488020595942,	Average Valid Loss: 3.060860088377288,	Time taken: 207.29146933555603 seconds
Epoch: 37,	Loss: 2.976177215576172
Epoch: 37,	Average Train Loss: 2.9890466928482056,	Average Valid Loss: 3.058583075349981,	Time taken: 207.37104988098145 seconds
Epoch: 38,	Loss: 2.9773406982421875
Epoch: 38,	Average Train Loss: 2.9888202776927004,	Average Valid Loss: 3.058054728941484,	Time taken: 207.49289917945862 seconds
Epoch: 39,	Loss: 2.9767839908599854
Epoch: 39,	Average Train Loss: 2.988730769193671,	Average Valid Loss: 3.057533946904269,	Time taken: 207.29029250144958 seconds
Epoch: 40,	Loss: 2.978004217147827
Epoch: 40,	Average Train Loss: 2.989539903832932,	Average Valid Loss: 3.059201706539501,	Time taken: 207.40978121757507 seconds
Epoch: 41,	Loss: 2.975520133972168
Epoch: 41,	Average Train Loss: 2.988338939137332,	Average Valid Loss: 3.0568153822060786,	Time taken: 207.4189555644989 seconds
Epoch: 42,	Loss: 2.977571725845337
Epoch: 42,	Average Train Loss: 2.9894128824821444,	Average Valid Loss: 3.058163870464672,	Time taken: 207.65499234199524 seconds
Epoch: 43,	Loss: 2.9754509925842285
Epoch: 43,	Average Train Loss: 2.988050263190904,	Average Valid Loss: 3.0571444106824472,	Time taken: 207.54730916023254 seconds
Epoch: 44,	Loss: 2.976755142211914
Epoch: 44,	Average Train Loss: 2.9892142376518973,	Average Valid Loss: 3.057830983942205,	Time taken: 207.4088478088379 seconds
Epoch: 45,	Loss: 2.9762210845947266
Epoch: 45,	Average Train Loss: 2.988978749445636,	Average Valid Loss: 3.0567734783346,	Time taken: 207.4591326713562 seconds
Epoch: 46,	Loss: 2.9772915840148926
Epoch: 46,	Average Train Loss: 2.9898628136957552,	Average Valid Loss: 3.0566176826303657,	Time taken: 207.36295747756958 seconds
Epoch: 47,	Loss: 2.9768967628479004
Epoch: 47,	Average Train Loss: 2.9898004432141554,	Average Valid Loss: 3.055464004025315,	Time taken: 207.41983294487 seconds
Epoch: 48,	Loss: 2.9774177074432373
Epoch: 48,	Average Train Loss: 2.989855676096202,	Average Valid Loss: 3.0585488803458936,	Time taken: 207.5204038619995 seconds
Epoch: 49,	Loss: 2.976170778274536
Epoch: 49,	Average Train Loss: 2.9882471348396273,	Average Valid Loss: 3.056169213670673,	Time taken: 207.32838010787964 seconds
Epoch: 50,	Loss: 2.9748013019561768
Epoch: 50,	Average Train Loss: 2.989638041180803,	Average Valid Loss: 3.0541964371999106,	Time taken: 207.68214225769043 seconds
Predicted output: <pad> <pad>