epoch,step,train_loss_epoch,train_loss_step,val_loss
0,49,,0.0948407649993896,
0,99,,0.0435257591307163,
0,149,,0.1595701426267624,
0,199,,0.04811916872859,
0,249,,0.0490891337394714,
0,299,,0.0421173572540283,
0,349,,0.0611400008201599,
0,399,,0.0507716089487075,
0,449,,0.0384200774133205,
0,499,,0.0810066536068916,
0,549,,0.0335125587880611,
0,599,,0.0769073590636253,
0,649,,0.0329610407352447,
0,699,,0.0551726780831813,
0,749,,0.0333767607808113,
0,799,,0.0463669225573539,
0,849,,0.058422714471817,
0,899,,0.0569057315587997,
0,949,,0.0327488593757152,
0,999,,0.0377088226377964,
0,1049,,0.0281659867614507,
0,1099,,0.0352403372526168,
0,1149,,0.0552803464233875,
0,1199,,0.0346647873520851,
0,1249,,0.0428481288254261,
0,1299,,0.0997733101248741,
0,1349,,0.0423662886023521,
0,1399,,0.0381920747458934,
0,1449,,0.0349462293088436,
0,1499,,0.0396985225379467,
0,1547,,,0.0563591085374355
0,1547,0.0667318552732467,,
1,1549,,0.0903296470642089,
1,1599,,0.053042110055685,
1,1649,,0.0497631914913654,
1,1699,,0.0277219600975513,
1,1749,,0.0295030921697616,
1,1799,,0.0283584501594305,
1,1849,,0.0454815924167633,
1,1899,,0.0673804059624672,
1,1949,,0.0279232412576675,
1,1999,,0.0598257146775722,
1,2049,,0.0302634015679359,
1,2099,,0.2278302609920501,
1,2149,,0.3125713765621185,
1,2199,,0.031850729137659,
1,2249,,0.0308899246156215,
1,2299,,0.0484665147960186,
1,2349,,0.0346752554178237,
1,2399,,0.0367463752627372,
1,2449,,0.0333235301077365,
1,2499,,0.058471743017435,
1,2549,,0.0531438961625099,
1,2599,,0.0317557454109191,
1,2649,,0.0550365597009658,
1,2699,,0.0307635869830846,
1,2749,,0.0883849486708641,
1,2799,,0.0432729236781597,
1,2849,,0.0400496609508991,
1,2899,,0.0330389477312564,
1,2949,,0.0374486148357391,
1,2999,,0.0402612909674644,
1,3049,,0.0292497836053371,
1,3095,,,0.0610196553170681
1,3095,0.0613668635487556,,
2,3099,,0.0430314056575298,
2,3149,,0.0308554768562316,
2,3199,,0.0681658312678337,
2,3249,,0.0313033461570739,
2,3299,,0.0357687212526798,
2,3349,,0.0545743182301521,
2,3399,,0.0539919696748256,
2,3449,,0.0480968579649925,
2,3499,,0.0572947673499584,
2,3549,,0.0413309410214424,
2,3599,,0.0323392860591411,
2,3649,,0.030574856325984,
2,3699,,0.1325280368328094,
2,3749,,0.0516990311443805,
2,3799,,0.2026531994342804,
2,3849,,0.0893518701195716,
2,3899,,0.0321960113942623,
2,3949,,0.0567261911928653,
2,3999,,0.0722546949982643,
2,4049,,0.036979891359806,
2,4099,,0.0486404336988925,
2,4149,,0.0372204445302486,
2,4199,,0.03442407771945,
2,4249,,0.0917826369404792,
2,4299,,0.0441920161247253,
2,4349,,0.0404939502477645,
2,4399,,0.1291473358869552,
2,4449,,0.033206645399332,
2,4499,,0.040459044277668,
2,4549,,0.0304526183754205,
2,4599,,0.0636873245239257,
2,4643,,,0.0947373732924461
2,4643,0.0616161115467548,,
3,4649,,0.0396534502506256,
3,4699,,0.1979469209909439,
3,4749,,0.0616631433367729,
3,4799,,0.0312312245368957,
3,4849,,0.0325683504343032,
3,4899,,0.0960922241210937,
3,4949,,0.0870616883039474,
3,4999,,0.0285490863025188,
3,5049,,0.1188085377216339,
3,5099,,0.0876524224877357,
3,5149,,0.0343300960958004,
3,5199,,0.0601863712072372,
3,5249,,0.0433138832449913,
3,5299,,0.0442191921174526,
3,5349,,0.0976222157478332,
3,5399,,0.0378074459731578,
3,5449,,0.1582527905702591,
3,5499,,0.0417191833257675,
3,5549,,0.0510335303843021,
3,5599,,0.0844248682260513,
3,5649,,0.0578888840973377,
3,5699,,0.1629837900400161,
3,5749,,0.0918161645531654,
3,5799,,0.0359251499176025,
3,5849,,0.0794530808925628,
3,5899,,0.1969545036554336,
3,5949,,0.0545165836811065,
3,5999,,0.0436342284083366,
3,6049,,0.0330823771655559,
3,6099,,0.0400743223726749,
3,6149,,0.1039229407906532,
3,6191,,,0.3364098072052002
3,6191,0.0613835528492927,,
4,6199,,0.0310624092817306,
4,6249,,0.0734290182590484,
4,6299,,0.0382217429578304,
4,6349,,0.091866098344326,
4,6399,,0.0493758469820022,
4,6449,,0.1812391579151153,
4,6499,,0.0645588040351867,
4,6549,,0.0516798719763755,
4,6599,,0.0335109792649745,
4,6649,,0.0322980619966983,
4,6699,,0.0444696098566055,
4,6749,,0.0727138146758079,
4,6799,,0.0271199494600296,
4,6849,,0.061539739370346,
4,6899,,0.1355042308568954,
4,6949,,0.0406443253159523,
4,6999,,0.0560933090746402,
4,7049,,0.1849767118692398,
4,7099,,0.0398153997957706,
4,7149,,0.0328760296106338,
4,7199,,0.0443329997360706,
4,7249,,0.0445456728339195,
4,7299,,0.0501740053296089,
4,7349,,0.0466112457215786,
4,7399,,0.027490260079503,
4,7449,,0.0367495715618133,
4,7499,,0.1608120501041412,
4,7549,,0.0379894562065601,
4,7599,,0.1208186224102974,
4,7649,,0.0302453450858593,
4,7699,,0.1318771541118621,
4,7739,,,0.0996303185820579
4,7739,0.0596464425325393,,
5,7749,,0.0912308543920517,
5,7799,,0.0482148565351963,
5,7849,,0.0471608862280845,
5,7899,,0.0281248036772012,
5,7949,,0.0328923501074314,
5,7999,,0.047434277832508,
5,8049,,0.0613289028406143,
5,8099,,0.2482606619596481,
5,8149,,0.0290168318897485,
5,8199,,0.0317071601748466,
5,8249,,0.0498691424727439,
5,8299,,0.0323186852037906,
5,8349,,0.0432254672050476,
5,8399,,0.1096264496445655,
5,8449,,0.0524464696645736,
5,8499,,0.0322806984186172,
5,8549,,0.0710119009017944,
5,8599,,0.029707733541727,
5,8632,,0.0827347263693809,
5,8632,,,0.1527585685253143
5,8632,0.0621977895498275,,
6,8649,,0.0293728839606046,
6,8699,,0.0637864843010902,
6,8749,,0.0284860134124755,
6,8799,,0.1283857822418213,
6,8849,,0.0397156998515129,
6,8899,,0.0291342865675687,
6,8949,,0.0748833492398262,
6,8999,,0.0296201705932617,
6,9049,,0.0442979447543621,
6,9099,,0.0413655079901218,
6,9149,,0.0732033625245094,
6,9199,,0.0296526625752449,
6,9249,,0.0553980991244316,
6,9299,,0.0401380993425846,
6,9349,,0.0384120754897594,
6,9399,,0.1316318958997726,
6,9449,,0.0490878336131572,
6,9499,,0.0323191992938518,
6,9549,,0.0358956716954708,
6,9599,,0.0420197881758213,
6,9649,,0.0319623611867427,
6,9699,,0.061290793120861,
6,9749,,0.0282977819442749,
6,9799,,0.0584390200674533,
6,9849,,0.0716320797801017,
6,9899,,0.080264613032341,
6,9949,,0.0518194660544395,
6,9999,,0.0715219900012016,
6,10049,,0.0292995739728212,
6,10099,,0.034606248140335,
6,10149,,0.0812830105423927,
6,10180,,,0.1458819508552551
6,10180,0.0501384772360324,,
7,10199,,0.045648954808712,
7,10249,,0.0430144779384136,
7,10299,,0.0344662591814994,
7,10349,,0.0286335721611976,
7,10399,,0.0807740688323974,
7,10449,,0.0312753356993198,
7,10499,,0.0297369565814733,
7,10549,,0.028629545122385,
7,10599,,0.0638252571225166,
7,10649,,0.0450994297862052,
7,10699,,0.0771325528621673,
7,10749,,0.0336118414998054,
7,10799,,0.073295921087265,
7,10849,,0.0353246927261352,
7,10899,,0.0292974822223186,
7,10949,,0.1465866714715957,
7,10999,,0.0353218019008636,
7,11049,,0.0778583586215972,
7,11099,,0.0476199313998222,
7,11149,,0.0336881652474403,
7,11199,,0.0278060380369424,
7,11249,,0.0340452790260314,
7,11299,,0.0273210722953081,
7,11349,,0.0365628413856029,
7,11399,,0.0277035553008317,
7,11449,,0.1277236491441726,
7,11499,,0.0306418500840663,
7,11549,,0.0315711237490177,
7,11599,,0.0400700084865093,
7,11649,,0.0793689712882042,
7,11699,,0.0297720599919557,
7,11728,,,0.1029332429170608
7,11728,0.0488168783485889,,
8,11749,,0.0370848402380943,
8,11799,,0.0420824959874153,
8,11849,,0.0749097988009452,
8,11899,,0.0323478616774082,
8,11949,,0.1838389784097671,
8,11999,,0.0963762253522872,
8,12049,,0.0340719483792781,
8,12099,,0.0306897703558206,
8,12149,,0.0531494580209255,
8,12199,,0.0333379060029983,
8,12249,,0.0297737810760736,
8,12299,,0.0988781452178955,
8,12349,,0.0317923016846179,
8,12399,,0.0358759351074695,
8,12449,,0.0365362353622913,
8,12499,,0.0511560142040252,
8,12549,,0.0592515654861927,
8,12599,,0.0356905795633792,
8,12649,,0.0459628924727439,
8,12699,,0.0358793474733829,
8,12749,,0.0606036707758903,
8,12799,,0.0683020055294036,
8,12849,,0.0304617993533611,
8,12899,,0.0514607988297939,
8,12949,,0.0349453426897525,
8,12999,,0.0419842451810836,
8,13049,,0.0630177855491638,
8,13099,,0.0289013851433992,
8,13149,,0.0311081558465957,
8,13199,,0.0536352135241031,
8,13249,,0.0539587512612342,
8,13276,,,0.1875864565372467
8,13276,0.0483249425888061,,
9,13299,,0.0352906510233879,
9,13349,,0.0340492166578769,
9,13399,,0.0326109938323497,
9,13449,,0.0295358430594205,
9,13499,,0.034152116626501,
9,13549,,0.1325529217720031,
9,13599,,0.0670598372817039,
9,13649,,0.0661270320415496,
9,13699,,0.0523990243673324,
9,13700,,0.040933009237051,
9,13700,,,0.0854485780000686
9,13700,0.0471063740551471,,
10,13749,,0.0370004326105117,
10,13799,,0.042151853442192,
10,13849,,0.0955944135785102,
10,13899,,0.0391877740621566,
10,13949,,0.0429487638175487,
10,13999,,0.0450157336890697,
10,14049,,0.0473335981369018,
10,14099,,0.0299747120589017,
10,14149,,0.1148345544934272,
10,14199,,0.0389478877186775,
10,14249,,0.0656925439834594,
10,14299,,0.060711819678545,
10,14349,,0.0333303660154342,
10,14399,,0.091307483613491,
10,14449,,0.0270398985594511,
10,14499,,0.0515332669019699,
10,14549,,0.0298441518098115,
10,14599,,0.0291282720863819,
10,14649,,0.0653882324695587,
10,14699,,0.0307169780135154,
10,14749,,0.0333382748067379,
10,14799,,0.0428368113934993,
10,14849,,0.066698633134365,
10,14899,,0.0387245789170265,
10,14949,,0.0677599608898162,
10,14999,,0.0854195579886436,
10,15049,,0.0311968587338924,
10,15099,,0.050019696354866,
10,15149,,0.0302747208625078,
10,15199,,0.0306905210018157,
10,15248,,,0.0435609519481658
10,15248,0.0482088774442672,,
11,15249,,0.1306416392326355,
11,15299,,0.0868095830082893,
11,15349,,0.0699969455599784,
11,15399,,0.0591619126498699,
11,15449,,0.0269137676805257,
11,15499,,0.0442797020077705,
11,15549,,0.0553952381014823,
11,15599,,0.0497064627707004,
11,15649,,0.0270820502191782,
11,15699,,0.0278114806860685,
11,15749,,0.0900786221027374,
11,15799,,0.0450602769851684,
11,15849,,0.0680485367774963,
11,15899,,0.0609424076974391,
11,15949,,0.1070978194475174,
11,15999,,0.04934848472476,
11,16049,,0.0426317118108272,
11,16099,,0.0515159107744693,
11,16149,,0.0299190785735845,
11,16199,,0.0351836383342742,
11,16249,,0.0340142473578453,
11,16299,,0.0484759956598281,
11,16349,,0.0751682892441749,
11,16399,,0.0431957319378852,
11,16449,,0.0275357067584991,
11,16499,,0.0407670997083187,
11,16549,,0.0355361327528953,
11,16599,,0.0476469211280345,
11,16649,,0.0955695882439613,
11,16699,,0.1096271425485611,
11,16749,,0.0475140996277332,
11,16796,,,0.0902108997106552
11,16796,0.046696051955223,,
12,16799,,0.0502403937280178,
12,16849,,0.05281413346529,
12,16899,,0.0490715727210044,
12,16949,,0.0275658518075943,
12,16999,,0.0324321053922176,
12,17049,,0.0323428362607955,
12,17099,,0.0346903689205646,
12,17149,,0.0462969578802585,
12,17199,,0.1210838258266449,
12,17249,,0.0327521376311779,
12,17299,,0.1074308305978775,
12,17349,,0.0716929361224174,
12,17399,,0.0279318168759346,
12,17449,,0.0310521777719259,
12,17499,,0.0295575521886348,
12,17549,,0.0283129476010799,
12,17599,,0.0290294904261827,
12,17649,,0.0299116931855678,
12,17699,,0.034829631447792,
12,17749,,0.0383225344121456,
12,17799,,0.0833913311362266,
12,17849,,0.1389426589012146,
12,17899,,0.0446070656180381,
12,17949,,0.1035684868693351,
12,17999,,0.0449466034770011,
12,18049,,0.0300542879849672,
12,18099,,0.0437919832766056,
12,18149,,0.0314307659864425,
12,18199,,0.0504375621676445,
12,18249,,0.0383106209337711,
12,18299,,0.0878008380532264,
12,18344,,,0.0762654542922973
12,18344,0.0461754091084003,,
13,18349,,0.026890892535448,
13,18399,,0.0259508844465017,
13,18449,,0.0409510470926761,
13,18499,,0.0294736884534358,
13,18549,,0.0651386380195617,
13,18599,,0.0586505196988582,
13,18649,,0.0943889617919921,
13,18699,,0.0276125688105821,
13,18749,,0.0327925719320774,
13,18799,,0.0306785851716995,
13,18849,,0.0258156601339578,
13,18899,,0.1154282540082931,
13,18949,,0.0271268226206302,
13,18999,,0.0273560676723718,
13,19049,,0.043070700019598,
13,19099,,0.026751447468996,
13,19149,,0.0331664606928825,
13,19193,,0.0269826538860797,
13,19193,,,0.0943513065576553
13,19193,0.044764082878828,,
14,19199,,0.0308281928300857,
14,19249,,0.0357607156038284,
14,19299,,0.0621177591383457,
14,19349,,0.0363933444023132,
14,19399,,0.0614271089434623,
14,19449,,0.0644134208559989,
14,19499,,0.0385358408093452,
14,19549,,0.0259540565311908,
14,19599,,0.0405400767922401,
14,19649,,0.027261633425951,
14,19699,,0.0301996953785419,
14,19749,,0.0350549444556236,
14,19799,,0.0317960642278194,
14,19849,,0.0479915216565132,
14,19899,,0.0830466821789741,
14,19949,,0.0312949419021606,
14,19999,,0.031777448952198,
14,20049,,0.0283598378300666,
14,20099,,0.0256482791155576,
14,20149,,0.0429115742444992,
14,20199,,0.0252339504659175,
14,20249,,0.0782742276787757,
14,20299,,0.0281033124774694,
14,20349,,0.0475961416959762,
14,20399,,0.0354992002248764,
14,20449,,0.0270044822245836,
14,20499,,0.0615360327064991,
14,20549,,0.0292581729590892,
14,20599,,0.0357718132436275,
14,20649,,0.0392198301851749,
14,20699,,0.0409272089600563,
14,20741,,,0.0513111762702465
14,20741,0.045797411352396,,
15,20749,,0.05320955067873,
15,20799,,0.0708443149924278,
15,20849,,0.0361571162939071,
15,20899,,0.0269157290458679,
15,20949,,0.0331585668027401,
15,20999,,0.030134379863739,
15,21049,,0.0593755207955837,
15,21099,,0.0332092083990573,
15,21149,,0.0400903038680553,
15,21199,,0.0317672081291675,
15,21249,,0.0283360034227371,
15,21299,,0.0356216393411159,
15,21349,,0.0416009873151779,
15,21399,,0.0352906584739685,
15,21449,,0.0278722029179334,
15,21499,,0.0359473228454589,
15,21549,,0.0658642053604126,
15,21599,,0.0273166242986917,
15,21649,,0.058936595916748,
15,21699,,0.0525136478245258,
15,21749,,0.0300650764256715,
15,21799,,0.0355636067688465,
15,21849,,0.0991734564304351,
15,21899,,0.0258191581815481,
15,21949,,0.0390548929572105,
15,21999,,0.0567489452660083,
15,22049,,0.0587449558079242,
15,22099,,0.0356928780674934,
15,22149,,0.0313731878995895,
15,22199,,0.0303640775382518,
15,22249,,0.0490134879946708,
15,22289,,,0.1100491657853126
15,22289,0.0447050295770168,,
16,22299,,0.026513447985053,
16,22349,,0.0495426133275032,
16,22399,,0.042466327548027,
16,22449,,0.0269320532679557,
16,22499,,0.0642589703202247,
16,22549,,0.0499443858861923,
16,22599,,0.0402925871312618,
16,22649,,0.0416597723960876,
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